Home | Data Overview | Multi-Dimensional Analysis | Models | Conclusion

Major | Gender | Career | Ethnicity | First Generation Students | Dependents | Medical Condition | Medical Care | Analysis

Function

To begin, let’s explore the function we created to run all of this statistical analysis:

mysubsetMDS <- function(x){
  mysubset <- df %>% 
    select(starts_with(x))
  
  meta <- metaMDS(mysubset)
  MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
    cbind(demo)
  return(MDS_df)
}


In English, this function allows us to run the MDS according to each subset of demographic and each subset of question type that we want. Obviously, in this page, we are exploring Career Goals.

Question Types

Science Identity

Let’s explore the science identity subset of questions first. Running our function we created and plotting it, we are left with this image of the plot:

This is great and all, but let’s run an adonis test to see if there is a significant difference in how different career goals responded to science identity questions:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)    
## demo$career   8    1.1150 0.139375  4.7908 0.11229  0.001 ***
## Residuals   303    8.8149 0.029092         0.88771           
## Total       311    9.9299                  1.00000           
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = si ~ demo$career)
## 
## $coefficients
##                     si1        si2        si3         si4         si5
## (Intercept)   3.3765497  3.6712475  3.0548578  3.16524300  3.17079133
## demo$career1 -0.3765497 -0.6490253 -0.5215244 -0.36524300 -0.19301355
## demo$career2 -0.3765497 -0.9789398 -0.9779347 -1.24216608 -0.24771440
## demo$career3 -0.4432164  0.3954191  0.4784756  0.10142367 -0.23745799
## demo$career4 -0.2372055 -0.1302639 -0.3007594 -0.08327579  0.03412671
## demo$career5  0.4706725  0.3287525  0.5840311  0.45975700  0.31531978
## demo$career6 -0.5265497 -0.5712475 -0.7048578 -0.81524300 -0.42079133
## demo$career7  0.9091646  0.6144668  0.8022851  0.69189986  0.25778010
## demo$career8  0.4567836  0.6620858  0.5284756  0.75142367  0.16254201
## 
## $coef.sites
##                        1            2            3            4            5
## (Intercept)   0.18926074  0.166392466  0.174429734  0.352492036  0.196597611
## demo$career1  0.05957936  0.046759743  0.026208392 -0.040267699  0.059736121
## demo$career2  0.10824325  0.091553410  0.057419545 -0.066791232  0.112466363
## demo$career3 -0.02799404 -0.008165828 -0.030334515  0.001211682 -0.009486244
## demo$career4  0.01826988  0.005699364 -0.006815097 -0.025387294  0.015029872
## demo$career5 -0.04141685 -0.033012876  0.009516145  0.044809176 -0.048962659
## demo$career6  0.07882749  0.063963974  0.016450084 -0.052680865  0.087515385
## demo$career7 -0.09289604 -0.065604345 -0.008364671  0.065884676 -0.091169702
## demo$career8 -0.05897212 -0.047088211 -0.012546673  0.052971638 -0.075346989
##                         6             7           8            9          10
## (Intercept)   0.145804240  0.1889254424  0.19468640  0.142975162  0.17289676
## demo$career1  0.025375378  0.0002887103  0.06621033  0.040453970  0.05425694
## demo$career2  0.058528229  0.0082071068  0.11437757  0.090423174  0.10325792
## demo$career3 -0.022524481 -0.0140157357 -0.02013275 -0.018841439 -0.02090392
## demo$career4 -0.007214877 -0.0140778052  0.01925726  0.001194988  0.01439386
## demo$career5  0.000756889  0.0253635016 -0.05195835 -0.016946059 -0.03479318
## demo$career6  0.023954366 -0.0092583705  0.08942660  0.049558012  0.07579062
## demo$career7 -0.020167317  0.0215439074 -0.08925849 -0.053991818 -0.09297742
## demo$career8 -0.012276538  0.0216869776 -0.08093494 -0.036932494 -0.05688508
##                       11           12           13           14          15
## (Intercept)   0.44366486  0.157418841  0.152423103  0.152423103  0.17568326
## demo$career1 -0.05216411  0.010754602  0.050171567  0.050171567  0.05787006
## demo$career2 -0.12258939  0.037833919  0.097731845  0.097731845  0.11428965
## demo$career3  0.02421243 -0.013410202 -0.014636982 -0.014636982 -0.04448700
## demo$career4 -0.01018328 -0.007928567  0.009598032  0.009598032  0.01705061
## demo$career5  0.05046230  0.007762183 -0.035218576 -0.035218576 -0.02996770
## demo$career6 -0.08713042  0.015555832  0.073052384  0.073052384  0.07340524
## demo$career7  0.08564674 -0.008190968 -0.074201795 -0.074201795 -0.07470235
## demo$career8  0.06645072  0.003639770 -0.058027274 -0.058027274 -0.05927301
##                       16          17           18          19           20
## (Intercept)   0.15594798  0.16280308  0.200381692  0.17713340  0.204334334
## demo$career1  0.05757430  0.05893514  0.017921171  0.06258488 -0.005369029
## demo$career2  0.11636055  0.10942346  0.069443663  0.11588561  0.027896052
## demo$career3 -0.02799926 -0.01863490 -0.040854387 -0.01728884 -0.018499320
## demo$career4  0.01516988  0.01506229 -0.016665206  0.01869115 -0.015402544
## demo$career5 -0.03253591 -0.03982034  0.004133061 -0.04695625  0.017074281
## demo$career6  0.07981387  0.08498408  0.019712243  0.09169855  0.003129108
## demo$career7 -0.09164538 -0.08896657 -0.007761196 -0.10055047  0.005827796
## demo$career8 -0.06518257 -0.06956679 -0.002404726 -0.07324006  0.018243898
##                        21           22           23           24           25
## (Intercept)   0.169049391  0.153455921  0.154778294  0.184812228  0.161806436
## demo$career1  0.040972012  0.027216351  0.044728152  0.018002136  0.043737263
## demo$career2  0.077217537  0.044539974  0.090090981  0.038395266  0.091743009
## demo$career3 -0.007653179 -0.001921828 -0.023909650 -0.005585609 -0.013104574
## demo$career4  0.004522605 -0.005612905  0.007310625 -0.003589266  0.002247927
## demo$career5 -0.016448114 -0.000652486 -0.025573319 -0.002965869 -0.024250007
## demo$career6  0.046425141  0.023098430  0.063130116  0.001437600  0.052900766
## demo$career7 -0.056244265 -0.027818997 -0.056342417 -0.017997775 -0.055648551
## demo$career8 -0.036791692 -0.016489065 -0.049696199 -0.008881419 -0.048795912
##                       26           27           28           29          30
## (Intercept)   0.22303066  0.152423103  0.222341197  0.144938245  0.25467478
## demo$career1  0.06763445  0.050171567  0.001692875  0.034350128 -0.01042146
## demo$career2  0.12230694  0.097731845  0.022439395  0.082055840 -0.01605298
## demo$career3 -0.01503307 -0.014636982 -0.001942365 -0.028722913 -0.01158558
## demo$career4  0.02183473  0.009598032 -0.004471660 -0.001520526 -0.01612914
## demo$career5 -0.06097459 -0.035218576  0.016377765 -0.006190548  0.03093293
## demo$career6  0.09581253  0.073052384 -0.001115959  0.038186825 -0.04448940
## demo$career7 -0.10153225 -0.074201795  0.005714733 -0.034378478  0.04507945
## demo$career8 -0.07979212 -0.058027274 -0.001726349 -0.027395162  0.02334447
##                         31           32          33          34           35
## (Intercept)   0.2362417357  0.152423103  0.40035239  0.20731763  0.145804240
## demo$career1 -0.0257484338  0.050171567 -0.05665004 -0.01213083  0.025375378
## demo$career2 -0.0316539820  0.097731845 -0.08215515 -0.02145572  0.058528229
## demo$career3 -0.0005029553 -0.014636982  0.02092021 -0.00867029 -0.022524481
## demo$career4 -0.0189170380  0.009598032 -0.01629246 -0.01538161 -0.007214877
## demo$career5  0.0369580277 -0.035218576  0.04391571  0.03283724  0.000756889
## demo$career6 -0.0379446433  0.073052384 -0.06859709 -0.03321357  0.023954366
## demo$career7  0.0431043316 -0.074201795  0.07138856  0.04143442 -0.020167317
## demo$career8  0.0417775225 -0.058027274  0.05936316  0.03607747 -0.012276538
##                        36           37          38           39           40
## (Intercept)   0.193522753  0.161806436  0.15594798  0.150773226  0.157418841
## demo$career1  0.004956538  0.043737263  0.05757430  0.042422102  0.010754602
## demo$career2  0.003642982  0.091743009  0.11636055  0.083900551  0.037833919
## demo$career3 -0.018979347 -0.013104574 -0.02799926 -0.009278571 -0.013410202
## demo$career4 -0.014302104  0.002247927  0.01516988  0.001510237 -0.007928567
## demo$career5  0.024375948 -0.024250007 -0.03253591 -0.025073610  0.007762183
## demo$career6 -0.022273264  0.052900766  0.07981387  0.056006873  0.015555832
## demo$career7  0.026470406 -0.055648551 -0.09164538 -0.052337348 -0.008190968
## demo$career8  0.017346077 -0.048795912 -0.06518257 -0.042408005  0.003639770
##                       41          42           43           44          45
## (Intercept)   0.18911708  0.18911708  0.143919220  0.142975162  0.30448795
## demo$career1  0.06517029  0.06517029  0.031968292  0.040453970 -0.04522695
## demo$career2  0.12117066  0.12117066  0.067895261  0.090423174 -0.05573300
## demo$career3 -0.02911380 -0.02911380 -0.012559668 -0.018841439  0.00945243
## demo$career4  0.01951366  0.01951366 -0.004237707  0.001194988 -0.02118418
## demo$career5 -0.04536449 -0.04536449 -0.010524645 -0.016946059  0.04457678
## demo$career6  0.08478500  0.08478500  0.036169976  0.049558012 -0.06288028
## demo$career7 -0.09194405 -0.09194405 -0.040854704 -0.053991818  0.06428354
## demo$career8 -0.07714975 -0.07714975 -0.022591673 -0.036932494  0.04994380
##                        46          47           48           49           50
## (Intercept)   0.157418841  0.50526763  0.173331848  0.172067969  0.155518081
## demo$career1  0.010754602 -0.06136448  0.041993363  0.009409529  0.020233483
## demo$career2  0.037833919 -0.10710033  0.089430923  0.007352816  0.034063339
## demo$career3 -0.013410202  0.01866919 -0.034810890 -0.006807784 -0.011826902
## demo$career4 -0.007928567 -0.01840375  0.004032738 -0.009781260 -0.008746799
## demo$career5  0.007762183  0.04602043 -0.021132690  0.017888991  0.011288574
## demo$career6  0.015555832 -0.08245116  0.056290635 -0.011679553  0.010002379
## demo$career7 -0.008190968  0.08634294 -0.045681918  0.011623956 -0.006019645
## demo$career8  0.003639770  0.06865849 -0.042486172  0.006827223 -0.005620185
##                       51            52           53          54           55
## (Intercept)   0.22303066  0.2164467076  0.224294058  0.20743152  0.163443548
## demo$career1  0.06763445 -0.0122912477 -0.006127956  0.06945177  0.020913101
## demo$career2  0.12230694 -0.0005080896  0.019584680  0.12026404  0.042608861
## demo$career3 -0.01503307 -0.0064054271 -0.020013348 -0.01877037  0.006124875
## demo$career4  0.02183473 -0.0174423946 -0.006131318  0.02259638 -0.004250862
## demo$career5 -0.06097459  0.0291498327  0.010127318 -0.05843310 -0.013041277
## demo$career6  0.09581253 -0.0130002287  0.003742660  0.09560342  0.036054919
## demo$career7 -0.10153225  0.0224531308 -0.004915338 -0.10018738 -0.029038454
## demo$career8 -0.07979212  0.0266706190  0.010506396 -0.08406319 -0.014268923
##                        56           57           58           59          60
## (Intercept)   0.200901347  0.154518750  0.146128945  0.152423103  0.38885410
## demo$career1  0.004148214  0.029684154  0.040516828  0.050171567 -0.04463147
## demo$career2 -0.015366431  0.059172103  0.083111387  0.097731845 -0.11649742
## demo$career3 -0.007323013 -0.018571902 -0.018185698 -0.014636982  0.02137023
## demo$career4 -0.004737997 -0.002830435  0.004488611  0.009598032 -0.01168092
## demo$career5  0.019196481  0.003815677 -0.021667208 -0.035218576  0.05232758
## demo$career6 -0.018311641  0.025166710  0.054905251  0.073052384 -0.08590833
## demo$career7  0.018784592 -0.021185415 -0.064449898 -0.074201795  0.08288684
## demo$career8  0.020731372 -0.021411923 -0.039710337 -0.058027274  0.06252811
##                        61           62           63           64           65
## (Intercept)   0.142975162  0.144999125  0.144938245  0.198856347  0.155518081
## demo$career1  0.040453970  0.048499143  0.034350128  0.014327649  0.020233483
## demo$career2  0.090423174  0.104501737  0.082055840 -0.019442091  0.034063339
## demo$career3 -0.018841439 -0.024116256 -0.028722913 -0.005644314 -0.011826902
## demo$career4  0.001194988  0.009534088 -0.001520526 -0.005605674 -0.008746799
## demo$career5 -0.016946059 -0.027598364 -0.006190548  0.022967458  0.011288574
## demo$career6  0.049558012  0.067336530  0.038186825 -0.024325249  0.010002379
## demo$career7 -0.053991818 -0.076487417 -0.034378478  0.021136812 -0.006019645
## demo$career8 -0.036932494 -0.053163332 -0.027395162  0.010810560 -0.005620185
##                       66          67           68           69           70
## (Intercept)   0.27412761  0.20743152  0.164093673  0.220905438  0.208147193
## demo$career1 -0.00190868  0.06945177  0.031123842  0.001765788  0.017650387
## demo$career2  0.01344349  0.12026404  0.081097789 -0.048280689  0.045011726
## demo$career3 -0.01691141 -0.01877037 -0.040434407  0.015502133 -0.012171938
## demo$career4 -0.01414497  0.02259638 -0.005321557 -0.005493375 -0.003850318
## demo$career5  0.02204866 -0.05843310 -0.000935841  0.020063804  0.008764040
## demo$career6 -0.01885869  0.09560342  0.030130304 -0.024050148  0.008301887
## demo$career7  0.02562662 -0.10018738 -0.022356976  0.034294252 -0.007393898
## demo$career8  0.01083610 -0.08406319 -0.018998738  0.020135650 -0.018414618
##                        71           72           73            74          75
## (Intercept)   0.249870630  0.143919220  0.162686859  1.833766e-01  0.22303066
## demo$career1 -0.013701097  0.031968292  0.032163835  5.951362e-03  0.06763445
## demo$career2 -0.002490839  0.067895261  0.053261861  3.189204e-02  0.12230694
## demo$career3  0.025127326 -0.012559668 -0.008540434 -1.108086e-02 -0.01503307
## demo$career4 -0.010494017 -0.004237707 -0.002307481 -6.485831e-03  0.02183473
## demo$career5  0.014676587 -0.010524645 -0.005395227  1.018968e-02 -0.06097459
## demo$career6 -0.006804033  0.036169976  0.032912958 -3.879104e-04  0.09581253
## demo$career7 -0.001446982 -0.040854704 -0.020546418  2.732407e-05 -0.10153225
## demo$career8  0.007732622 -0.022591673 -0.027754214  6.830376e-03 -0.07979212
##                        76           77          78           79          80
## (Intercept)   0.156170741  0.163443548  0.19293342  0.184897373  0.17218552
## demo$career1  0.036650038  0.020913101  0.06485911 -0.006895481  0.03333237
## demo$career2  0.068285782  0.042608861  0.11613056 -0.016708814  0.06643303
## demo$career3 -0.017986483  0.006124875 -0.01202696  0.003552756  0.00083183
## demo$career4  0.002213743 -0.004250862  0.01914651 -0.010635014 -0.00380314
## demo$career5 -0.019580699 -0.013041277 -0.05274758  0.025890545 -0.02323345
## demo$career6  0.050596462  0.036054919  0.09340180 -0.021924549  0.04542518
## demo$career7 -0.043761616 -0.029038454 -0.10064353  0.025571977 -0.04322626
## demo$career8 -0.036138425 -0.014268923 -0.08288566  0.024513124 -0.02561235
##                       81            82           83           84            85
## (Intercept)   0.17218552  0.1653061771  0.184897373  0.173331848  0.1976468096
## demo$career1  0.03333237  0.0126593958 -0.006895481  0.041993363  0.0086325507
## demo$career2  0.06643303  0.0233531758 -0.016708814  0.089430923  0.0087135735
## demo$career3  0.00083183  0.0078420100  0.003552756 -0.034810890  0.0081894530
## demo$career4 -0.00380314 -0.0062614983 -0.010635014  0.004032738 -0.0092251305
## demo$career5 -0.02323345  0.0062959112  0.025890545 -0.021132690  0.0080560281
## demo$career6  0.04542518  0.0147038255 -0.021924549  0.056290635  0.0006058377
## demo$career7 -0.04322626 -0.0160783042  0.025571977 -0.045681918 -0.0050263134
## demo$career8 -0.02561235 -0.0007565407  0.024513124 -0.042486172 -0.0036602247
##                        86            87          88          89           90
## (Intercept)   0.145804240  0.1903270160  0.50526763  0.19293342  0.303996232
## demo$career1  0.025375378  0.0052507066 -0.06136448  0.06485911 -0.033115029
## demo$career2  0.058528229 -0.0078744193 -0.10710033  0.11613056 -0.079498069
## demo$career3 -0.022524481  0.0230520246  0.01866919 -0.01202696  0.007298647
## demo$career4 -0.007214877 -0.0064678031 -0.01840375  0.01914651 -0.018004744
## demo$career5  0.000756889  0.0026780379  0.04602043 -0.05274758  0.047321084
## demo$career6  0.023954366  0.0026786733 -0.08245116  0.09340180 -0.056833009
## demo$career7 -0.020167317  0.0009905717  0.08634294 -0.10064353  0.064775255
## demo$career8 -0.012276538  0.0039475835  0.06865849 -0.08288566  0.050796267
##                        91          92           93          94          95
## (Intercept)   0.148187076  0.17325944  0.168804554  0.15747606  0.17090413
## demo$career1  0.034394068  0.06017170  0.045515956  0.05010026  0.06138860
## demo$career2  0.074533505  0.11673986  0.085295168  0.09596957  0.12284751
## demo$career3 -0.028050175 -0.02225365 -0.003907080 -0.02236317 -0.02640627
## demo$career4  0.001865934  0.01578087  0.002492369  0.01042144  0.01891216
## demo$career5 -0.011052313 -0.03902374 -0.031954630 -0.02691481 -0.04005420
## demo$career6  0.043687251  0.08205549  0.058987784  0.06812922  0.08691080
## demo$career7 -0.045122559 -0.09209691 -0.053904935 -0.08042864 -0.10351297
## demo$career8 -0.030246536 -0.07562364 -0.053759251 -0.05246363 -0.06911520
##                        96          97          98           99         100
## (Intercept)   0.174038181  0.17943454  0.19054685  0.237946174  0.23069177
## demo$career1 -0.000407086  0.06139373  0.04906575 -0.016487788  0.05358314
## demo$career2  0.011270076  0.10992147  0.09884913 -0.020643087  0.11456000
## demo$career3 -0.008437425 -0.01323718 -0.02676938  0.025657843 -0.02890167
## demo$career4 -0.008938977  0.01563207  0.01099863 -0.008564544  0.02051734
## demo$career5  0.014244465 -0.04595217 -0.03620108  0.018689023 -0.04330658
## demo$career6 -0.005905192  0.08695838  0.06789469 -0.028388664  0.06889844
## demo$career7  0.009365725 -0.08940437 -0.06003709  0.010477474 -0.08591256
## demo$career8  0.016406195 -0.07959363 -0.04847642  0.019934856 -0.05864862
##                       101          102          103          104         105
## (Intercept)   0.215028946  0.166550255  0.148187076  0.143919220  0.19243699
## demo$career1 -0.016837342  0.037028629  0.034394068  0.031968292  0.06737678
## demo$career2 -0.029167032  0.086443311  0.074533505  0.067895261  0.12020480
## demo$career3  0.009029429 -0.017044491 -0.028050175 -0.012559668 -0.02408824
## demo$career4 -0.013705013  0.002699459  0.001865934 -0.004237707  0.02224739
## demo$career5  0.029385675 -0.015327234 -0.011052313 -0.010524645 -0.05293736
## demo$career6 -0.024838965  0.036232665  0.043687251  0.036169976  0.09405696
## demo$career7  0.033723109 -0.047827223 -0.045122559 -0.040854704 -0.10014710
## demo$career8  0.026798058 -0.035162648 -0.030246536 -0.022591673 -0.07472904
##                      106         107          108          109          110
## (Intercept)   0.38885410  0.18390318  0.247275161  0.185911223  0.172067969
## demo$career1 -0.04463147  0.05149066 -0.017713538  0.036297787  0.009409529
## demo$career2 -0.11649742  0.10205709 -0.009301151  0.038127446  0.007352816
## demo$career3  0.02137023 -0.03848655 -0.014800749 -0.013071936 -0.006807784
## demo$career4 -0.01168092  0.00998117 -0.021643357  0.007995754 -0.009781260
## demo$career5  0.05232758 -0.02637935  0.030828820 -0.012915909  0.017888991
## demo$career6 -0.08590833  0.06940254 -0.029529233  0.026818851 -0.011679553
## demo$career7  0.08288684 -0.06208678  0.042274988 -0.043467576  0.011623956
## demo$career8  0.06252811 -0.05517223  0.037990474 -0.026938595  0.006827223
##                       111         112          113          114         115
## (Intercept)   0.155518081  0.18087892  0.144999125  0.187826205  0.50526763
## demo$career1  0.020233483  0.05733344  0.048499143  0.010455250 -0.06136448
## demo$career2  0.034063339  0.11214009  0.104501737  0.027472107 -0.10710033
## demo$career3 -0.011826902 -0.01468156 -0.024116256 -0.015871051  0.01866919
## demo$career4 -0.008746799  0.01448066  0.009534088 -0.006723190 -0.01840375
## demo$career5  0.011288574 -0.04308239 -0.027598364  0.009236350  0.04602043
## demo$career6  0.010002379  0.08568030  0.067336530 -0.012917553 -0.08245116
## demo$career7 -0.006019645 -0.09084875 -0.076487417  0.004794291  0.08634294
## demo$career8 -0.005620185 -0.06552575 -0.053163332  0.002618170  0.06865849
##                      116         117          118           119          120
## (Intercept)   0.34001695  0.19293342  0.208009057  0.1676183463  0.362102429
## demo$career1 -0.02062677  0.06485911  0.019257873  0.0049056412 -0.025289233
## demo$career2 -0.04338665  0.11613056  0.052648777  0.0117727508 -0.051525521
## demo$career3  0.01069096 -0.01202696 -0.016033268 -0.0020175902 -0.009996387
## demo$career4 -0.01876194  0.01914651 -0.001875245 -0.0095439009 -0.014927106
## demo$career5  0.02118401 -0.05274758 -0.013280432  0.0188423161  0.038233295
## demo$career6 -0.02963014  0.09340180  0.038359228  0.0008500894 -0.066532007
## demo$career7  0.04463188 -0.10064353 -0.025696758  0.0068569886  0.067702855
## demo$career8  0.03938802 -0.08288566 -0.010780599  0.0110394286  0.051694579
##                       121          122         123          124          125
## (Intercept)   0.142975162  0.144999125  0.22303066  0.313565471  0.166088732
## demo$career1  0.040453970  0.048499143  0.06763445 -0.039798018  0.032084379
## demo$career2  0.090423174  0.104501737  0.12230694 -0.027341942  0.072296266
## demo$career3 -0.018841439 -0.024116256 -0.01503307 -0.002953055 -0.015733029
## demo$career4  0.001194988  0.009534088  0.02183473 -0.024483640  0.007107093
## demo$career5 -0.016946059 -0.027598364 -0.06097459  0.038029739 -0.019894677
## demo$career6  0.049558012  0.067336530  0.09581253 -0.055152247  0.056688274
## demo$career7 -0.053991818 -0.076487417 -0.10153225  0.055206017 -0.046602068
## demo$career8 -0.036932494 -0.053163332 -0.07979212  0.048802786 -0.036294108
##                       126         127         128         129         130
## (Intercept)   0.164363418  0.31012203  0.50526763  0.22303066  0.16280308
## demo$career1  0.037945476 -0.03609817 -0.06136448  0.06763445  0.05893514
## demo$career2  0.083731902 -0.06136708 -0.10710033  0.12230694  0.10942346
## demo$career3 -0.022581277  0.01122575  0.01866919 -0.01503307 -0.01863490
## demo$career4 -0.000332885 -0.01374878 -0.01840375  0.02183473  0.01506229
## demo$career5 -0.014022108  0.04147318  0.04602043 -0.06097459 -0.03982034
## demo$career6  0.042045924 -0.06351437 -0.08245116  0.09581253  0.08498408
## demo$career7 -0.036713488  0.05864945  0.08634294 -0.10153225 -0.08896657
## demo$career8 -0.039928224  0.05224622  0.06865849 -0.07979212 -0.06956679
##                      131          132         133         134          135
## (Intercept)   0.31207439  0.204334334  0.21101782  0.17090413  0.142975162
## demo$career1 -0.04079153 -0.005369029  0.06445102  0.06138860  0.040453970
## demo$career2 -0.06659720  0.027896052  0.11667774  0.12284751  0.090423174
## demo$career3  0.01364544 -0.018499320 -0.01629293 -0.02640627 -0.018841439
## demo$career4 -0.01908413 -0.015402544  0.01856952  0.01891216  0.001194988
## demo$career5  0.04202071  0.017074281 -0.05473311 -0.04005420 -0.016946059
## demo$career6 -0.04536571  0.003129108  0.08984322  0.08691080  0.049558012
## demo$career7  0.05669710  0.005827796 -0.09093097 -0.10351297 -0.053991818
## demo$career8  0.05029387  0.018243898 -0.07669232 -0.06911520 -0.036932494
##                        136         137          138          139         140
## (Intercept)   0.1681729876  0.20237429  0.164462573  0.209306442  0.17325944
## demo$career1  0.0390116988  0.06854353  0.023294936  0.006194849  0.06017170
## demo$career2  0.0704455627  0.12706028  0.056769439 -0.030943840  0.11673986
## demo$career3 -0.0019977411 -0.02752148 -0.010038370  0.015360143 -0.02225365
## demo$career4  0.0007163623  0.02294663 -0.001533681 -0.002924165  0.01578087
## demo$career5 -0.0274012428 -0.05216673 -0.008707180  0.017602073 -0.03902374
## demo$career6  0.0518767377  0.09128651  0.038071768 -0.019147580  0.08205549
## demo$career7 -0.0536825942 -0.10311577 -0.022562228  0.010379498 -0.09209691
## demo$career8 -0.0339066190 -0.08048791 -0.019072411  0.015918449 -0.07562364
##                       141          142          143         144          145
## (Intercept)   0.153837353  0.143919220  0.172689988  0.15594798  0.353028542
## demo$career1  0.042501713  0.031968292  0.047766413  0.05757430 -0.053082770
## demo$career2  0.076787841  0.067895261  0.091283193  0.11636055 -0.041702873
## demo$career3 -0.008638995 -0.012559668 -0.018143392 -0.02799926  0.003580041
## demo$career4  0.004716057 -0.004237707  0.008151999  0.01516988 -0.028717490
## demo$career5 -0.029662043 -0.010524645 -0.032441435 -0.03253591  0.041922930
## demo$career6  0.061209245  0.036169976  0.065929000  0.07981387 -0.059099724
## demo$career7 -0.062524272 -0.040854704 -0.057790370 -0.09164538  0.065348170
## demo$career8 -0.045116007 -0.022591673 -0.060876523 -0.06518257  0.052038307
##                       146           147         148         149         150
## (Intercept)   0.169617288  0.1976468096  0.34879564  0.18681594  0.22631208
## demo$career1  0.017010481  0.0086325507 -0.03629227  0.06636144  0.05318886
## demo$career2  0.019068730  0.0087135735 -0.10300542  0.12713480  0.12651416
## demo$career3  0.003213439  0.0081894530  0.01609689 -0.03316547 -0.06195661
## demo$career4 -0.006509682 -0.0092251305 -0.01396668  0.02257274  0.01028950
## demo$career5  0.005374544  0.0080560281  0.04850557 -0.04636857 -0.02833644
## demo$career6  0.002624348  0.0006058377 -0.06153349  0.08952516  0.07224472
## demo$career7 -0.011460844 -0.0050263134  0.06958107 -0.10309015 -0.06668936
## demo$career8 -0.004847193 -0.0036602247  0.05666803 -0.07079618 -0.05318163
##                       151         152           153           154         155
## (Intercept)   0.255733704  0.16748624  0.2233275947  0.1602372187  0.16748624
## demo$career1 -0.002542035  0.05417179 -0.0180173389  0.0383124957  0.05417179
## demo$career2  0.039015149  0.10474031 -0.0009787203  0.0625003327  0.10474031
## demo$career3 -0.023011006 -0.01338715 -0.0132863142  0.0007739925 -0.01338715
## demo$career4 -0.016288870  0.01346790 -0.0167564639  0.0004056243  0.01346790
## demo$career5  0.017823463 -0.04267516  0.0242188635 -0.0161670354 -0.04267516
## demo$career6  0.010824635  0.08030092 -0.0202661733  0.0443914481  0.08030092
## demo$career7  0.011163512 -0.08650687  0.0250960532 -0.0405237970 -0.08650687
## demo$career8  0.006203067 -0.06214227  0.0324813028 -0.0372459291 -0.06214227
##                      156         157         158         159          160
## (Intercept)   0.50526763  0.22303066  0.22303066  0.17274010  0.243079454
## demo$career1 -0.06136448  0.06763445  0.06763445  0.06280863 -0.008081715
## demo$career2 -0.10710033  0.12230694  0.12230694  0.12101154 -0.055032216
## demo$career3  0.01866919 -0.01503307 -0.01503307 -0.03491308  0.008616633
## demo$career4 -0.01840375  0.02183473  0.02183473  0.01902876 -0.004405614
## demo$career5  0.04602043 -0.06097459 -0.06097459 -0.03922591  0.034644553
## demo$career6 -0.08245116  0.09581253  0.09581253  0.08274924 -0.055186036
## demo$career7  0.08634294 -0.10153225 -0.10153225 -0.09157758  0.046470695
## demo$career8  0.06865849 -0.07979212 -0.07979212 -0.06707521  0.033550915
##                       161         162         163           164          165
## (Intercept)   0.157418841  0.17090413  0.17713340  1.651102e-01  0.144938245
## demo$career1  0.010754602  0.06138860  0.06258488  2.978282e-02  0.034350128
## demo$career2  0.037833919  0.12284751  0.11588561  5.857779e-02  0.082055840
## demo$career3 -0.013410202 -0.02640627 -0.01728884 -2.881557e-05 -0.028722913
## demo$career4 -0.007928567  0.01891216  0.01869115  4.452502e-03 -0.001520526
## demo$career5  0.007762183 -0.04005420 -0.04695625 -2.410251e-02 -0.006190548
## demo$career6  0.015555832  0.08691080  0.09169855  5.472052e-02  0.038186825
## demo$career7 -0.008190968 -0.10351297 -0.10055047 -5.292785e-02 -0.034378478
## demo$career8  0.003639770 -0.06911520 -0.07324006 -3.160474e-02 -0.027395162
##                      166          167          168         169          170
## (Intercept)   0.16262846  0.190608008  0.153455921  0.27659818  0.157418841
## demo$career1  0.05414714  0.001432535  0.027216351 -0.03798380  0.010754602
## demo$career2  0.10968006  0.015722687  0.044539974 -0.04919914  0.037833919
## demo$career3 -0.03133774  0.015568826 -0.001921828  0.02222301 -0.013410202
## demo$career4  0.01365299 -0.009084635 -0.005612905 -0.01561671 -0.007928567
## demo$career5 -0.03461753  0.009330014 -0.000652486  0.03671382  0.007762183
## demo$career6  0.07075243  0.011878505  0.023098430 -0.04942599  0.015555832
## demo$career7 -0.07688836 -0.016420691 -0.027818997  0.04594126 -0.008190968
## demo$career8 -0.05548637  0.003141160 -0.016489065  0.03652482  0.003639770
##                        171          172          173         174          175
## (Intercept)   0.1889254424  0.145804240  0.243079454  0.16932221  0.185450799
## demo$career1  0.0002887103  0.025375378 -0.008081715  0.05559182  0.052685162
## demo$career2  0.0082071068  0.058528229 -0.055032216  0.10290433  0.107568209
## demo$career3 -0.0140157357 -0.022524481  0.008616633 -0.02189396 -0.009563427
## demo$career4 -0.0140778052 -0.007214877 -0.004405614  0.01358450  0.012926407
## demo$career5  0.0253635016  0.000756889  0.034644553 -0.04184687 -0.045864941
## demo$career6 -0.0092583705  0.023954366 -0.055186036  0.07613936  0.081108419
## demo$career7  0.0215439074 -0.020167317  0.046470695 -0.07457148 -0.088451989
## demo$career8  0.0216869776 -0.012276538  0.033550915 -0.06010228 -0.058276451
##                       176          177          178          179         180
## (Intercept)   0.182176163  0.150773226  0.213245860  0.185911223  0.34083335
## demo$career1  0.001566093  0.042422102 -0.012727028  0.036297787 -0.04105098
## demo$career2 -0.003739031  0.083900551 -0.024929733  0.038127446 -0.09139628
## demo$career3  0.013506843 -0.009278571  0.006800040 -0.013071936  0.01171350
## demo$career4 -0.007201508  0.001510237 -0.009086618  0.007995754 -0.01620440
## demo$career5  0.012716703 -0.025073610  0.028974270 -0.012915909  0.05119414
## demo$career6 -0.006750709  0.056006873 -0.040513437  0.026818851 -0.08000493
## demo$career7  0.001227743 -0.052337348  0.035506195 -0.043467576  0.07754336
## demo$career8  0.011810422 -0.042408005  0.028581144 -0.026938595  0.05629699
##                       181          182          183          184           185
## (Intercept)   0.169617288  0.142975162  0.143919220  0.153455921  1.833766e-01
## demo$career1  0.017010481  0.040453970  0.031968292  0.027216351  5.951362e-03
## demo$career2  0.019068730  0.090423174  0.067895261  0.044539974  3.189204e-02
## demo$career3  0.003213439 -0.018841439 -0.012559668 -0.001921828 -1.108086e-02
## demo$career4 -0.006509682  0.001194988 -0.004237707 -0.005612905 -6.485831e-03
## demo$career5  0.005374544 -0.016946059 -0.010524645 -0.000652486  1.018968e-02
## demo$career6  0.002624348  0.049558012  0.036169976  0.023098430 -3.879104e-04
## demo$career7 -0.011460844 -0.053991818 -0.040854704 -0.027818997  2.732407e-05
## demo$career8 -0.004847193 -0.036932494 -0.022591673 -0.016489065  6.830376e-03
##                       186          187          188          189          190
## (Intercept)   0.195567753  0.147107456  0.167443445  0.162686859  0.155518081
## demo$career1 -0.005222898  0.042818390  0.031146388  0.032163835  0.020233483
## demo$career2  0.007718642  0.096829861  0.073352414  0.053261861  0.034063339
## demo$career3 -0.020658046 -0.033889912 -0.039743774 -0.008540434 -0.011826902
## demo$career4 -0.013434427  0.007143202 -0.001836770 -0.002307481 -0.008746799
## demo$career5  0.020604971 -0.017459370 -0.005946845 -0.005395227  0.011288574
## demo$career6 -0.016259656  0.056873011  0.035792979  0.032912958  0.010002379
## demo$career7  0.024118186 -0.058124111 -0.033403159 -0.020546418 -0.006019645
## demo$career8  0.027266889 -0.044399701 -0.021927634 -0.027754214 -0.005620185
##                      191          192         193         194          195
## (Intercept)   0.50526763  0.179240872  0.19243699  0.17943454  0.239729260
## demo$career1 -0.06136448  0.026571558  0.06737678  0.06139373 -0.020598103
## demo$career2 -0.10710033  0.082205918  0.12020480  0.10992147 -0.024880386
## demo$career3  0.01866919 -0.009744726 -0.02408824 -0.01323718  0.027887232
## demo$career4 -0.01840375  0.007283564  0.02224739  0.01563207 -0.013182938
## demo$career5  0.04602043 -0.019935948 -0.05293736 -0.04595217  0.019100427
## demo$career6 -0.08245116  0.059707741  0.09405696  0.08695838 -0.012714192
## demo$career7  0.08634294 -0.069161297 -0.10014710 -0.08940437  0.008694388
## demo$career8  0.06865849 -0.037395748 -0.07472904 -0.07959363  0.018151770
##                      196          197          198          199         200
## (Intercept)   0.26824617  0.161450901  0.177896515  0.144999125  0.17090413
## demo$career1 -0.03283676  0.031381080  0.006492955  0.048499143  0.06138860
## demo$career2 -0.04084713  0.060476313  0.035305305  0.104501737  0.12284751
## demo$career3  0.00303189 -0.013892515 -0.025390997 -0.024116256 -0.02640627
## demo$career4 -0.01750254  0.003916893 -0.012232298  0.009534088  0.01891216
## demo$career5  0.04044527 -0.016584272  0.013747827 -0.027598364 -0.04005420
## demo$career6 -0.05857532  0.036718181  0.006260496  0.067336530  0.08691080
## demo$career7  0.05429327 -0.050223119  0.005507392 -0.076487417 -0.10351297
## demo$career8  0.04670546 -0.029474267  0.013670195 -0.053163332 -0.06911520
##                        201          202          203          204          205
## (Intercept)   0.1870530566  0.155518081  0.142975162  0.157418841  0.162686859
## demo$career1  0.0136754159  0.020233483  0.040453970  0.010754602  0.032163835
## demo$career2  0.0383369592  0.034063339  0.090423174  0.037833919  0.053261861
## demo$career3  0.0006440211 -0.011826902 -0.018841439 -0.013410202 -0.008540434
## demo$career4 -0.0071174274 -0.008746799  0.001194988 -0.007928567 -0.002307481
## demo$career5 -0.0067991737  0.011288574 -0.016946059  0.007762183 -0.005395227
## demo$career6  0.0269332442  0.010002379  0.049558012  0.015555832  0.032912958
## demo$career7 -0.0129040229 -0.006019645 -0.053991818 -0.008190968 -0.020546418
## demo$career8 -0.0013996118 -0.005620185 -0.036932494  0.003639770 -0.027754214
##                      206         207          208          209          210
## (Intercept)   0.22303066  0.18724432  0.153837353  0.183090088  0.182176163
## demo$career1  0.06763445  0.05406994  0.042501713  0.025794114  0.001566093
## demo$career2  0.12230694  0.10577469  0.076787841  0.074299177 -0.003739031
## demo$career3 -0.01503307 -0.01786488 -0.008638995 -0.024017611  0.013506843
## demo$career4  0.02183473  0.01304001  0.004716057  0.008628535 -0.007201508
## demo$career5 -0.06097459 -0.04505666 -0.029662043 -0.009602645  0.012716703
## demo$career6  0.09581253  0.07704217  0.061209245  0.036250853 -0.006750709
## demo$career7 -0.10153225 -0.07679827 -0.062524272 -0.041608038  0.001227743
## demo$career8 -0.07979212 -0.05628209 -0.045116007 -0.028387998  0.011810422
##                       211          212         213         214          215
## (Intercept)   0.154778294  0.174197335  0.40121956  0.50526763  0.212136324
## demo$career1  0.044728152  0.043481173 -0.04379355 -0.06136448 -0.001284105
## demo$career2  0.090090981  0.093622000 -0.09025008 -0.10710033  0.022489249
## demo$career3 -0.023909650 -0.019650739  0.01029357  0.01866919 -0.007647803
## demo$career4  0.007310625  0.006947396 -0.02148601 -0.01840375 -0.014277903
## demo$career5 -0.025573319 -0.029434726  0.04550445  0.04602043  0.006611512
## demo$career6  0.063130116  0.064604803 -0.05696426 -0.08245116  0.012517343
## demo$career7 -0.056342417 -0.059297717  0.07052138  0.08634294  0.005420789
## demo$career8 -0.049696199 -0.046114029  0.05893458  0.06865849  0.009840698
##                       216          217         218          219          220
## (Intercept)   0.173922394  0.358240440  0.50526763  0.161592468  0.152423103
## demo$career1  0.032442335 -0.040299987 -0.06136448  0.051644031  0.050171567
## demo$career2  0.073294997 -0.087574112 -0.10710033  0.096353408  0.097731845
## demo$career3 -0.008455987  0.027284905  0.01866919 -0.013549936 -0.014636982
## demo$career4  0.008569483 -0.009460772 -0.01840375  0.007336029  0.009598032
## demo$career5 -0.024383594  0.041488392  0.04602043 -0.030081943 -0.035218576
## demo$career6  0.056754208 -0.066290466 -0.08245116  0.068763972  0.073052384
## demo$career7 -0.068648323  0.060136272  0.08634294 -0.068130355 -0.074201795
## demo$career8 -0.031150506  0.045062740  0.06865849 -0.054696638 -0.058027274
##                       221         222         223         224         225
## (Intercept)   0.146128945  0.22303066  0.17943454  0.17642446  0.50526763
## demo$career1  0.040516828  0.06763445  0.06139373  0.05559822 -0.06136448
## demo$career2  0.083111387  0.12230694  0.10992147  0.10340059 -0.10710033
## demo$career3 -0.018185698 -0.01503307 -0.01323718 -0.01232537  0.01866919
## demo$career4  0.004488611  0.02183473  0.01563207  0.01125967 -0.01840375
## demo$career5 -0.021667208 -0.06097459 -0.04595217 -0.03766710  0.04602043
## demo$career6  0.054905251  0.09581253  0.08695838  0.07612731 -0.08245116
## demo$career7 -0.064449898 -0.10153225 -0.08940437 -0.08060028  0.08634294
## demo$career8 -0.039710337 -0.07979212 -0.07959363 -0.05888537  0.06865849
##                        226          227         228          229          230
## (Intercept)   0.1921407882  0.352492036  0.15301696  0.152423103  0.148187076
## demo$career1  0.0243998112 -0.040267699  0.03658718  0.050171567  0.034394068
## demo$career2  0.0485738217 -0.066791232  0.07559757  0.097731845  0.074533505
## demo$career3  0.0134159894  0.001211682 -0.01864222 -0.014636982 -0.028050175
## demo$career4 -0.0001462967 -0.025387294 -0.00107988  0.009598032  0.001865934
## demo$career5 -0.0146074174  0.044809176 -0.01485955 -0.035218576 -0.011052313
## demo$career6  0.0396302836 -0.052680865  0.04524922  0.073052384  0.043687251
## demo$career7 -0.0339875386  0.065884676 -0.03330354 -0.074201795 -0.045122559
## demo$career8 -0.0201785468  0.052971638 -0.03336058 -0.058027274 -0.030246536
##                       231         232          233         234         235
## (Intercept)   0.392841748  0.17289676  0.246783437  0.16316006  0.17477725
## demo$career1 -0.048923608  0.05425694 -0.017506102  0.05144622  0.05571407
## demo$career2 -0.077789945  0.10325792 -0.037914416  0.10530231  0.10137743
## demo$career3  0.005700045 -0.02090392  0.007517167 -0.01835640 -0.02962651
## demo$career4 -0.023880688  0.01439386 -0.017364823  0.01032622  0.01451363
## demo$career5  0.048339927 -0.03479318  0.024781066 -0.03440860 -0.03394386
## demo$career6 -0.076503116  0.07579062 -0.024758114  0.07003768  0.07152918
## demo$career7  0.078899197 -0.09297742  0.048147815 -0.07741996 -0.08074640
## demo$career8  0.058540462 -0.05688508  0.029013628 -0.06424518 -0.05479732
##                       236         237          238          239           240
## (Intercept)   0.148187076  0.17568326  0.145804240  0.278712758  0.3155178228
## demo$career1  0.034394068  0.05787006  0.025375378 -0.032143186 -0.0444913762
## demo$career2  0.074533505  0.11428965  0.058528229 -0.018966581 -0.0325720618
## demo$career3 -0.028050175 -0.04448700 -0.022524481 -0.006487786 -0.0005333655
## demo$career4  0.001865934  0.01705061 -0.007214877 -0.025650849 -0.0298189841
## demo$career5 -0.011052313 -0.02996770  0.000756889  0.034787504  0.0385772708
## demo$career6  0.043687251  0.07340524  0.023954366 -0.033999694 -0.0370035890
## demo$career7 -0.045122559 -0.07470235 -0.020167317  0.043826689  0.0532536646
## demo$career8 -0.030246536 -0.05927301 -0.012276538  0.043814636  0.0468504337
##                       241         242         243         244           245
## (Intercept)   0.148187076  0.26824617  0.39138624  0.18732356  0.2003168822
## demo$career1  0.034394068 -0.03283676 -0.04817357  0.06378552  0.0106624275
## demo$career2  0.074533505 -0.04084713 -0.09626593  0.12296418  0.0242797673
## demo$career3 -0.028050175  0.00303189  0.01370989 -0.02081234  0.0148016811
## demo$career4  0.001865934 -0.01750254 -0.01519212  0.01940006 -0.0050664687
## demo$career5 -0.011052313  0.04044527  0.04979543 -0.04617278 -0.0123311333
## demo$career6  0.043687251 -0.05857532 -0.08129761  0.08885124  0.0199641739
## demo$career7 -0.045122559  0.05429327  0.08035470 -0.10359777 -0.0180045832
## demo$career8 -0.030246536  0.04670546  0.05999597 -0.07914411 -0.0006273425
##                       246           247          248         249         250
## (Intercept)   0.190608008  0.3155178228  0.242004963  0.16805317  0.17232943
## demo$career1  0.001432535 -0.0444913762 -0.015460326  0.04539952  0.05291869
## demo$career2  0.015722687 -0.0325720618 -0.056647978  0.10101759  0.10392387
## demo$career3  0.015568826 -0.0005333655  0.013818109 -0.02256340 -0.01726935
## demo$career4 -0.009084635 -0.0298189841 -0.009392871  0.01120015  0.00806422
## demo$career5  0.009330014  0.0385772708  0.035421074 -0.02629455 -0.02927197
## demo$career6  0.011878505 -0.0370035890 -0.040201795  0.05495884  0.06574927
## demo$career7 -0.016420691  0.0532536646  0.037341105 -0.07113332 -0.07134852
## demo$career8  0.003141160  0.0468504337  0.034625407 -0.05187225 -0.06091454
##                       251          252          253         254          255
## (Intercept)   0.231845877  0.144999125  0.193426311  0.17713340  0.145804240
## demo$career1 -0.004573570  0.048499143 -0.002737860  0.06258488  0.025375378
## demo$career2  0.003252178  0.104501737 -0.020505023  0.11588561  0.058528229
## demo$career3  0.001642093 -0.024116256  0.013663621 -0.01728884 -0.022524481
## demo$career4 -0.007188493  0.009534088 -0.009706379  0.01869115 -0.007214877
## demo$career5  0.020512056 -0.027598364  0.015092689 -0.04695625  0.000756889
## demo$career6 -0.015993383  0.067336530 -0.011522279  0.09169855  0.023954366
## demo$career7  0.016906178 -0.076487417  0.024418820 -0.10055047 -0.020167317
## demo$career8  0.016647793 -0.053163332  0.015879193 -0.07324006 -0.012276538
##                       256         257          258           259         260
## (Intercept)   0.147107456  0.32102424  0.211399638  0.1658403043  0.50526763
## demo$career1  0.042818390 -0.04449903 -0.007690482  0.0382239225 -0.06136448
## demo$career2  0.096829861 -0.05238313 -0.015285558  0.0668228053 -0.10710033
## demo$career3 -0.033889912  0.02431344  0.019064048 -0.0168452361  0.01866919
## demo$career4  0.007143202 -0.01479994 -0.010033011 -0.0001640908 -0.01840375
## demo$career5 -0.017459370  0.03539642  0.015683773 -0.0141660122  0.04602043
## demo$career6  0.056873011 -0.04985922 -0.009061289  0.0460584771 -0.08245116
## demo$career7 -0.058124111  0.04774724  0.008286301 -0.0373314062  0.08634294
## demo$career8 -0.044399701  0.03935989  0.013568842 -0.0326500941  0.06865849
##                       261          262          263          264          265
## (Intercept)   0.143919220  0.270139619  0.270139619  0.171316764  0.170311901
## demo$career1  0.031968292 -0.037318248 -0.037318248  0.048785184  0.041230716
## demo$career2  0.067895261 -0.045702775 -0.045702775  0.100909783  0.087633975
## demo$career3 -0.012559668  0.005385269  0.005385269 -0.010709734 -0.005414427
## demo$career4 -0.004237707 -0.022575132 -0.022575132  0.009159189  0.001287766
## demo$career5 -0.010524645  0.040940609  0.040940609 -0.038708066 -0.028947921
## demo$career6  0.036169976 -0.041333971 -0.041333971  0.074144815  0.057663587
## demo$career7 -0.040854704  0.052399828  0.052399828 -0.076566029 -0.055412282
## demo$career8 -0.022591673  0.044812017  0.044812017 -0.054243906 -0.038996756
##                      266          267          268          269          270
## (Intercept)   0.21101782  0.164093673  0.150773226  0.172067969  0.144999125
## demo$career1  0.06445102  0.031123842  0.042422102  0.009409529  0.048499143
## demo$career2  0.11667774  0.081097789  0.083900551  0.007352816  0.104501737
## demo$career3 -0.01629293 -0.040434407 -0.009278571 -0.006807784 -0.024116256
## demo$career4  0.01856952 -0.005321557  0.001510237 -0.009781260  0.009534088
## demo$career5 -0.05473311 -0.000935841 -0.025073610  0.017888991 -0.027598364
## demo$career6  0.08984322  0.030130304  0.056006873 -0.011679553  0.067336530
## demo$career7 -0.09093097 -0.022356976 -0.052337348  0.011623956 -0.076487417
## demo$career8 -0.07669232 -0.018998738 -0.042408005  0.006827223 -0.053163332
##                       271          272          273         274          275
## (Intercept)   0.142975162  0.303996232  0.156170741  0.18681594  0.198856347
## demo$career1  0.040453970 -0.033115029  0.036650038  0.06636144  0.014327649
## demo$career2  0.090423174 -0.079498069  0.068285782  0.12713480 -0.019442091
## demo$career3 -0.018841439  0.007298647 -0.017986483 -0.03316547 -0.005644314
## demo$career4  0.001194988 -0.018004744  0.002213743  0.02257274 -0.005605674
## demo$career5 -0.016946059  0.047321084 -0.019580699 -0.04636857  0.022967458
## demo$career6  0.049558012 -0.056833009  0.050596462  0.08952516 -0.024325249
## demo$career7 -0.053991818  0.064775255 -0.043761616 -0.10309015  0.021136812
## demo$career8 -0.036932494  0.050796267 -0.036138425 -0.07079618  0.010810560
##                       276         277         278          279          280
## (Intercept)   0.268937869  0.16280308  0.18390318  0.252419262  0.152038447
## demo$career1 -0.013623528  0.05893514  0.05149066  0.004783207  0.034285618
## demo$career2 -0.061605710  0.10942346  0.10205709 -0.033028228  0.061879095
## demo$career3 -0.004326471 -0.01863490 -0.03848655 -0.015679260 -0.002938011
## demo$career4 -0.009211729  0.01506229  0.00998117 -0.008380433 -0.003734471
## demo$career5  0.042239741 -0.03982034 -0.02637935  0.032982040 -0.019067387
## demo$career6 -0.068593195  0.08498408  0.06940254 -0.055491452  0.043281464
## demo$career7  0.064183589 -0.08896657 -0.06208678  0.047334969 -0.039629322
## demo$career8  0.046343148 -0.06956679 -0.05517223  0.025901929 -0.028671218
##                        281         282          283          284          285
## (Intercept)   0.1759263028  0.16074798  0.275490949  0.152423103  0.172689988
## demo$career1  0.0163095702  0.05269001 -0.028685111  0.050171567  0.047766413
## demo$career2  0.0313880450  0.11156055 -0.051054105  0.097731845  0.091283193
## demo$career3 -0.0237613553 -0.02261515  0.007051483 -0.014636982 -0.018143392
## demo$career4 -0.0130745807  0.01353322 -0.015524199  0.009598032  0.008151999
## demo$career5  0.0173923531 -0.03546684  0.038009312 -0.035218576 -0.032441435
## demo$career6  0.0004861358  0.07501387 -0.041923396  0.073052384  0.065929000
## demo$career7  0.0077656219 -0.08911937  0.047048498 -0.074201795 -0.057790370
## demo$career8  0.0040912235 -0.05757414  0.047036444 -0.058027274 -0.060876523
##                       286          287          288          289          290
## (Intercept)   0.209888279  0.184241039  0.153837353  0.174038181  0.150773226
## demo$career1  0.006061748  0.019462622  0.042501713 -0.000407086  0.042422102
## demo$career2  0.024623301  0.026050386  0.076787841  0.011270076  0.083900551
## demo$career3 -0.028322728 -0.012997516 -0.008638995 -0.008437425 -0.009278571
## demo$career4 -0.011093204 -0.012109108  0.004716057 -0.008938977  0.001510237
## demo$career5  0.015386231  0.007201519 -0.029662043  0.014244465 -0.025073610
## demo$career6 -0.023567361  0.009680762  0.061209245 -0.005905192  0.056006873
## demo$career7  0.019321470  0.007347112 -0.062524272  0.009365725 -0.052337348
## demo$career8  0.012946363 -0.003567760 -0.045116007  0.016406195 -0.042408005
##                       291          292         293           294         295
## (Intercept)   0.209572641  0.153455921  0.18732356  0.1602372187  0.16316006
## demo$career1  0.056539903  0.027216351  0.06378552  0.0383124957  0.05144622
## demo$career2  0.106732154  0.044539974  0.12296418  0.0625003327  0.10530231
## demo$career3 -0.003476924 -0.001921828 -0.02081234  0.0007739925 -0.01835640
## demo$career4  0.011405811 -0.005612905  0.01940006  0.0004056243  0.01032622
## demo$career5 -0.046907167 -0.000652486 -0.04617278 -0.0161670354 -0.03440860
## demo$career6  0.079088159  0.023098430  0.08885124  0.0443914481  0.07003768
## demo$career7 -0.083230513 -0.027818997 -0.10359777 -0.0405237970 -0.07741996
## demo$career8 -0.065146185 -0.016489065 -0.07914411 -0.0372459291 -0.06424518
##                        296          297          298          299         300
## (Intercept)   0.2362417357  0.144938245  0.155292009  0.150773226  0.22303066
## demo$career1 -0.0257484338  0.034350128  0.018052643  0.042422102  0.06763445
## demo$career2 -0.0316539820  0.082055840  0.048174351  0.083900551  0.12230694
## demo$career3 -0.0005029553 -0.028722913 -0.003461290 -0.009278571 -0.01503307
## demo$career4 -0.0189170380 -0.001520526 -0.004817472  0.001510237  0.02183473
## demo$career5  0.0369580277 -0.006190548 -0.004068254 -0.025073610 -0.06097459
## demo$career6 -0.0379446433  0.038186825  0.028447281  0.056006873  0.09581253
## demo$career7  0.0431043316 -0.034378478 -0.029909732 -0.052337348 -0.10153225
## demo$career8  0.0417775225 -0.027395162 -0.007527521 -0.042408005 -0.07979212
##                      301           302         303         304          305
## (Intercept)   0.17713340  0.2236269673  0.16748624  0.35385792  0.217240543
## demo$career1  0.06258488  0.0174794951  0.05417179 -0.02987065  0.008405613
## demo$career2  0.11588561 -0.0140391810  0.10474031 -0.10349552  0.035077038
## demo$career3 -0.01728884  0.0076954616 -0.01338715  0.02711396 -0.007027684
## demo$career4  0.01869115 -0.0005829429  0.01346790 -0.01257714  0.002201115
## demo$career5 -0.04695625  0.0123833329 -0.04267516  0.03505798 -0.001948716
## demo$career6  0.09169855 -0.0264552850  0.08030092 -0.04715662  0.032747927
## demo$career7 -0.10055047  0.0055827819 -0.08650687  0.06606470 -0.034124656
## demo$career8 -0.07324006  0.0015979236 -0.06214227  0.04481170 -0.009074145
##                       306          307          308         309          310
## (Intercept)   0.152423103  0.173642572  0.165432071  0.27491940  0.195501789
## demo$career1  0.050171567  0.024582318  0.021743515 -0.01607899  0.017838527
## demo$career2  0.097731845  0.050731621  0.056764115 -0.06567424  0.038969423
## demo$career3 -0.014636982 -0.023603419 -0.034419402  0.01216382  0.004472554
## demo$career4  0.009598032 -0.010488733 -0.011332754 -0.01316433 -0.002858631
## demo$career5 -0.035218576 -0.003182365  0.006371634  0.03061386 -0.003821663
## demo$career6  0.073052384  0.023533246  0.015179890 -0.03994107  0.028092355
## demo$career7 -0.074201795 -0.007122497 -0.007275627  0.05215194 -0.013857505
## demo$career8 -0.058027274 -0.010272783 -0.003102582  0.03690212 -0.010245801
##                       311         312
## (Intercept)   0.321756051  0.50526763
## demo$career1 -0.024270039 -0.06136448
## demo$career2 -0.074093961 -0.10710033
## demo$career3  0.016564084  0.01866919
## demo$career4 -0.006079511 -0.01840375
## demo$career5  0.037268190  0.04602043
## demo$career6 -0.060374573 -0.08245116
## demo$career7  0.058004447  0.08634294
## demo$career8  0.038988829  0.06865849
## 
## $f.perms
##              [,1]
##    [1,] 0.7596510
##    [2,] 1.1680792
##    [3,] 0.6552679
##    [4,] 0.5512247
##    [5,] 0.9288928
##    [6,] 0.8256961
##    [7,] 1.2839602
##    [8,] 1.1299843
##    [9,] 1.1331899
##   [10,] 1.2887970
##   [11,] 1.3454531
##   [12,] 0.7036951
##   [13,] 0.6130817
##   [14,] 0.9380838
##   [15,] 0.5571980
##   [16,] 0.9464858
##   [17,] 0.7857734
##   [18,] 1.7079737
##   [19,] 0.9126627
##   [20,] 0.5554509
##   [21,] 0.8604446
##   [22,] 0.8352446
##   [23,] 0.7009169
##   [24,] 0.5724283
##   [25,] 0.9725674
##   [26,] 0.9269989
##   [27,] 0.9179289
##   [28,] 0.7656056
##   [29,] 0.6882345
##   [30,] 1.2675355
##   [31,] 1.3780607
##   [32,] 0.5045489
##   [33,] 0.9731846
##   [34,] 1.2083521
##   [35,] 1.4477971
##   [36,] 1.7342409
##   [37,] 0.6478094
##   [38,] 0.5991627
##   [39,] 1.0123592
##   [40,] 2.1353154
##   [41,] 0.9819405
##   [42,] 0.7391267
##   [43,] 1.0135263
##   [44,] 0.8576176
##   [45,] 1.0527827
##   [46,] 1.4859227
##   [47,] 0.3980865
##   [48,] 0.6592354
##   [49,] 0.9216717
##   [50,] 0.5675689
##   [51,] 0.8710135
##   [52,] 0.4176683
##   [53,] 0.9837777
##   [54,] 0.6531574
##   [55,] 0.3457425
##   [56,] 0.6273012
##   [57,] 1.3230603
##   [58,] 1.0614162
##   [59,] 1.4912582
##   [60,] 0.5009981
##   [61,] 0.5783609
##   [62,] 0.7540117
##   [63,] 0.9949009
##   [64,] 1.2248778
##   [65,] 0.4672683
##   [66,] 0.6845456
##   [67,] 0.8528331
##   [68,] 0.6126113
##   [69,] 0.3558463
##   [70,] 0.9952158
##   [71,] 1.8541832
##   [72,] 0.5130384
##   [73,] 1.3065933
##   [74,] 1.3163931
##   [75,] 0.6575140
##   [76,] 1.0334424
##   [77,] 1.0090881
##   [78,] 1.1022372
##   [79,] 0.6877039
##   [80,] 1.1799297
##   [81,] 0.6304641
##   [82,] 0.8470471
##   [83,] 0.7756000
##   [84,] 1.0685246
##   [85,] 1.3395746
##   [86,] 1.5765220
##   [87,] 0.4923459
##   [88,] 1.5024391
##   [89,] 0.8723038
##   [90,] 0.8345150
##   [91,] 2.6371739
##   [92,] 2.2083378
##   [93,] 0.3657337
##   [94,] 1.4441143
##   [95,] 0.6458932
##   [96,] 0.7687080
##   [97,] 0.4468022
##   [98,] 0.4793276
##   [99,] 1.9969728
##  [100,] 1.3713769
##  [101,] 0.9534471
##  [102,] 0.3825111
##  [103,] 1.3627732
##  [104,] 1.5194249
##  [105,] 1.1197570
##  [106,] 1.0416930
##  [107,] 1.0624798
##  [108,] 0.8318961
##  [109,] 0.9198201
##  [110,] 1.0751269
##  [111,] 0.8158712
##  [112,] 0.7778123
##  [113,] 0.7794392
##  [114,] 1.2431750
##  [115,] 0.7384001
##  [116,] 0.4484398
##  [117,] 3.3845051
##  [118,] 1.7886397
##  [119,] 0.4965345
##  [120,] 0.8475572
##  [121,] 0.7953514
##  [122,] 0.9341412
##  [123,] 0.5533986
##  [124,] 1.2278600
##  [125,] 1.5597600
##  [126,] 0.5617138
##  [127,] 1.6382387
##  [128,] 1.5384870
##  [129,] 1.1690667
##  [130,] 0.5621067
##  [131,] 0.9280856
##  [132,] 0.6121872
##  [133,] 2.0285694
##  [134,] 0.5536401
##  [135,] 0.6877470
##  [136,] 0.9378050
##  [137,] 0.7848705
##  [138,] 0.6089513
##  [139,] 0.8138919
##  [140,] 1.1979374
##  [141,] 0.7601979
##  [142,] 0.8521588
##  [143,] 1.2577990
##  [144,] 1.6428276
##  [145,] 1.0158365
##  [146,] 1.2074705
##  [147,] 1.1562273
##  [148,] 0.9561582
##  [149,] 1.0223400
##  [150,] 1.2474433
##  [151,] 0.6407016
##  [152,] 0.9804177
##  [153,] 0.8403553
##  [154,] 0.6006837
##  [155,] 1.2773495
##  [156,] 1.2446328
##  [157,] 0.9075106
##  [158,] 1.6177364
##  [159,] 0.6968898
##  [160,] 2.0192344
##  [161,] 1.0733850
##  [162,] 1.4099768
##  [163,] 1.1157482
##  [164,] 0.6025064
##  [165,] 0.7072270
##  [166,] 1.1775364
##  [167,] 1.7421618
##  [168,] 0.7374629
##  [169,] 1.0391626
##  [170,] 0.7230279
##  [171,] 1.7485359
##  [172,] 0.5923362
##  [173,] 0.9120132
##  [174,] 0.9677374
##  [175,] 1.1248942
##  [176,] 0.8676580
##  [177,] 1.0228640
##  [178,] 0.8080833
##  [179,] 1.1427132
##  [180,] 1.0158781
##  [181,] 0.7972922
##  [182,] 0.6975335
##  [183,] 1.5706190
##  [184,] 0.6986113
##  [185,] 0.9696529
##  [186,] 0.9106233
##  [187,] 0.9768545
##  [188,] 0.4121786
##  [189,] 1.5094201
##  [190,] 1.8775404
##  [191,] 1.9894539
##  [192,] 0.8032905
##  [193,] 0.7389582
##  [194,] 1.8803368
##  [195,] 1.0352449
##  [196,] 0.7554472
##  [197,] 1.0334013
##  [198,] 0.9396349
##  [199,] 0.7861804
##  [200,] 0.3930379
##  [201,] 0.5676216
##  [202,] 0.5655941
##  [203,] 1.1182580
##  [204,] 0.6602387
##  [205,] 0.9235329
##  [206,] 1.9572186
##  [207,] 1.2204708
##  [208,] 1.2915460
##  [209,] 0.8998567
##  [210,] 1.2954338
##  [211,] 1.1744615
##  [212,] 1.0089666
##  [213,] 0.9762907
##  [214,] 0.4680165
##  [215,] 0.5090228
##  [216,] 0.8176706
##  [217,] 1.3296796
##  [218,] 0.6979364
##  [219,] 2.4349958
##  [220,] 0.9278898
##  [221,] 0.8022922
##  [222,] 1.4408728
##  [223,] 0.7243708
##  [224,] 0.6858969
##  [225,] 0.9382587
##  [226,] 0.8587541
##  [227,] 1.1643455
##  [228,] 0.6796035
##  [229,] 2.0338612
##  [230,] 2.0395908
##  [231,] 0.5192829
##  [232,] 1.0391995
##  [233,] 0.8130361
##  [234,] 0.8478655
##  [235,] 0.6942401
##  [236,] 0.6568028
##  [237,] 1.1258234
##  [238,] 1.0569000
##  [239,] 0.8459642
##  [240,] 0.8201529
##  [241,] 1.1424248
##  [242,] 1.6604349
##  [243,] 1.2995903
##  [244,] 1.0596835
##  [245,] 0.5117011
##  [246,] 1.0419150
##  [247,] 0.6390986
##  [248,] 0.8027267
##  [249,] 1.0110753
##  [250,] 0.8379231
##  [251,] 1.1278559
##  [252,] 0.8183725
##  [253,] 0.4238063
##  [254,] 0.7150729
##  [255,] 1.0753483
##  [256,] 0.8417948
##  [257,] 1.4718150
##  [258,] 0.8652854
##  [259,] 1.4178089
##  [260,] 1.0800633
##  [261,] 1.1932380
##  [262,] 0.8234620
##  [263,] 1.2165480
##  [264,] 0.7792431
##  [265,] 1.2998607
##  [266,] 2.3010895
##  [267,] 0.6599776
##  [268,] 1.1237811
##  [269,] 0.9917208
##  [270,] 1.1144845
##  [271,] 0.6217935
##  [272,] 0.6814795
##  [273,] 0.5262693
##  [274,] 1.2214558
##  [275,] 0.5448037
##  [276,] 0.4394522
##  [277,] 1.1806844
##  [278,] 0.9460227
##  [279,] 0.7374104
##  [280,] 1.2827746
##  [281,] 1.0397568
##  [282,] 0.9592836
##  [283,] 0.6896251
##  [284,] 0.8012284
##  [285,] 0.9522069
##  [286,] 0.6687760
##  [287,] 0.7797679
##  [288,] 1.9825206
##  [289,] 0.7418501
##  [290,] 1.0133785
##  [291,] 1.0392473
##  [292,] 1.4331792
##  [293,] 1.0195241
##  [294,] 0.8955412
##  [295,] 1.5596842
##  [296,] 0.7148863
##  [297,] 0.6767617
##  [298,] 1.2698684
##  [299,] 1.8006363
##  [300,] 0.8107872
##  [301,] 0.8846962
##  [302,] 1.9560377
##  [303,] 1.1335748
##  [304,] 0.3692806
##  [305,] 0.7746581
##  [306,] 0.5871119
##  [307,] 1.6889336
##  [308,] 0.9552162
##  [309,] 1.4063578
##  [310,] 0.6841908
##  [311,] 1.5593059
##  [312,] 1.2005237
##  [313,] 0.2723137
##  [314,] 0.8866869
##  [315,] 0.8564342
##  [316,] 0.8591805
##  [317,] 1.3936809
##  [318,] 1.3243464
##  [319,] 0.8926610
##  [320,] 0.5608140
##  [321,] 0.5792578
##  [322,] 2.1072146
##  [323,] 0.6989584
##  [324,] 0.7183436
##  [325,] 0.6864567
##  [326,] 0.4237284
##  [327,] 1.5549038
##  [328,] 0.5624442
##  [329,] 0.7654787
##  [330,] 0.8887781
##  [331,] 1.0782979
##  [332,] 1.4067103
##  [333,] 2.1379204
##  [334,] 0.6131136
##  [335,] 1.1607101
##  [336,] 1.1141712
##  [337,] 1.5356262
##  [338,] 0.4961759
##  [339,] 0.7285964
##  [340,] 0.6925341
##  [341,] 0.5442123
##  [342,] 0.5057678
##  [343,] 0.5874571
##  [344,] 1.1138341
##  [345,] 1.4648105
##  [346,] 1.4113011
##  [347,] 0.7443083
##  [348,] 0.9893360
##  [349,] 0.6209594
##  [350,] 1.3262062
##  [351,] 1.0318677
##  [352,] 0.5549049
##  [353,] 1.2027797
##  [354,] 1.1483763
##  [355,] 0.8917384
##  [356,] 0.7564084
##  [357,] 0.4530309
##  [358,] 1.0446136
##  [359,] 1.1564928
##  [360,] 0.4682718
##  [361,] 0.5750254
##  [362,] 0.4121353
##  [363,] 1.3192210
##  [364,] 0.7839231
##  [365,] 1.8782411
##  [366,] 1.7385139
##  [367,] 0.4929456
##  [368,] 2.1737293
##  [369,] 0.9036086
##  [370,] 1.2336367
##  [371,] 1.8939641
##  [372,] 0.8661684
##  [373,] 0.6299287
##  [374,] 0.5377268
##  [375,] 0.8058562
##  [376,] 0.6012757
##  [377,] 1.1841799
##  [378,] 0.9138840
##  [379,] 2.3718763
##  [380,] 1.3778613
##  [381,] 1.0824877
##  [382,] 0.7963103
##  [383,] 1.3026322
##  [384,] 0.7036180
##  [385,] 0.4947923
##  [386,] 0.4126587
##  [387,] 0.9787430
##  [388,] 0.5057513
##  [389,] 0.9275793
##  [390,] 1.0050974
##  [391,] 0.5879337
##  [392,] 1.2207198
##  [393,] 1.7052196
##  [394,] 0.7020941
##  [395,] 0.5623562
##  [396,] 0.9410553
##  [397,] 0.6202269
##  [398,] 0.8525763
##  [399,] 0.7651914
##  [400,] 1.3266073
##  [401,] 0.9598021
##  [402,] 1.1728390
##  [403,] 0.3831545
##  [404,] 0.7152788
##  [405,] 0.5017433
##  [406,] 1.3515559
##  [407,] 0.5650557
##  [408,] 0.4268417
##  [409,] 1.2170177
##  [410,] 0.8438995
##  [411,] 0.8839319
##  [412,] 0.6785345
##  [413,] 0.9205979
##  [414,] 0.8625016
##  [415,] 0.8797024
##  [416,] 1.0574183
##  [417,] 0.8672401
##  [418,] 0.9614071
##  [419,] 1.3627154
##  [420,] 0.7037447
##  [421,] 0.8698224
##  [422,] 1.1991436
##  [423,] 1.1667904
##  [424,] 1.9832476
##  [425,] 1.4712814
##  [426,] 1.0076655
##  [427,] 0.7813494
##  [428,] 1.1707854
##  [429,] 0.4734197
##  [430,] 0.4204111
##  [431,] 0.8031281
##  [432,] 0.8396593
##  [433,] 1.6867509
##  [434,] 1.2024618
##  [435,] 0.3294867
##  [436,] 1.4428254
##  [437,] 0.7730975
##  [438,] 0.6745571
##  [439,] 0.9698380
##  [440,] 1.1769621
##  [441,] 1.3265662
##  [442,] 1.0027072
##  [443,] 1.0842126
##  [444,] 0.5288429
##  [445,] 0.7910050
##  [446,] 0.4860014
##  [447,] 0.8600031
##  [448,] 0.9471415
##  [449,] 0.5225069
##  [450,] 0.9949137
##  [451,] 0.6775813
##  [452,] 1.9620402
##  [453,] 0.7767543
##  [454,] 0.7672313
##  [455,] 1.6243446
##  [456,] 1.0159273
##  [457,] 1.0291725
##  [458,] 0.6383808
##  [459,] 0.6259516
##  [460,] 1.7547503
##  [461,] 1.5295417
##  [462,] 0.2618920
##  [463,] 0.8856864
##  [464,] 0.7340525
##  [465,] 1.3577930
##  [466,] 0.8329497
##  [467,] 0.8741442
##  [468,] 1.7964188
##  [469,] 2.7319058
##  [470,] 1.1809496
##  [471,] 0.2414179
##  [472,] 0.8811505
##  [473,] 0.9602993
##  [474,] 1.0135586
##  [475,] 0.6869322
##  [476,] 1.3728531
##  [477,] 1.1638869
##  [478,] 1.3685162
##  [479,] 1.3516822
##  [480,] 1.2698364
##  [481,] 0.6562615
##  [482,] 0.5937712
##  [483,] 1.1836757
##  [484,] 1.2811192
##  [485,] 0.7457354
##  [486,] 0.4540542
##  [487,] 0.8925971
##  [488,] 0.6592287
##  [489,] 0.6498341
##  [490,] 0.5311874
##  [491,] 1.7513866
##  [492,] 1.2799484
##  [493,] 0.6898514
##  [494,] 0.6709969
##  [495,] 1.2863734
##  [496,] 0.7112058
##  [497,] 1.0976540
##  [498,] 1.2414085
##  [499,] 0.4432837
##  [500,] 1.3870341
##  [501,] 0.7628164
##  [502,] 0.9787827
##  [503,] 0.7384425
##  [504,] 0.6153569
##  [505,] 0.5956146
##  [506,] 1.4880676
##  [507,] 1.8501342
##  [508,] 1.2241690
##  [509,] 1.3521189
##  [510,] 0.5444368
##  [511,] 0.7662167
##  [512,] 1.3006784
##  [513,] 1.0531880
##  [514,] 0.6813895
##  [515,] 1.3769430
##  [516,] 2.1120816
##  [517,] 0.5621080
##  [518,] 0.8277836
##  [519,] 0.9836574
##  [520,] 1.3369413
##  [521,] 0.8818664
##  [522,] 0.7275546
##  [523,] 0.6501776
##  [524,] 0.8837324
##  [525,] 0.9287033
##  [526,] 1.1796708
##  [527,] 1.3170511
##  [528,] 0.5024464
##  [529,] 1.5901772
##  [530,] 0.9426370
##  [531,] 0.4492831
##  [532,] 1.1446799
##  [533,] 0.8149380
##  [534,] 0.6639926
##  [535,] 1.2014675
##  [536,] 1.1162542
##  [537,] 1.1475263
##  [538,] 1.4946731
##  [539,] 1.5921946
##  [540,] 0.9795058
##  [541,] 0.6759111
##  [542,] 0.5315439
##  [543,] 1.3014300
##  [544,] 1.0078191
##  [545,] 2.0890543
##  [546,] 1.2832899
##  [547,] 1.1087418
##  [548,] 1.1544500
##  [549,] 1.0317401
##  [550,] 1.2031989
##  [551,] 0.8087211
##  [552,] 1.2007668
##  [553,] 0.6020145
##  [554,] 1.2435468
##  [555,] 1.0417442
##  [556,] 0.4632632
##  [557,] 0.9374958
##  [558,] 1.1973463
##  [559,] 0.8629630
##  [560,] 0.8829772
##  [561,] 0.7650297
##  [562,] 1.7886288
##  [563,] 1.1820674
##  [564,] 1.3580965
##  [565,] 0.6675589
##  [566,] 0.7832901
##  [567,] 1.1535712
##  [568,] 0.4225024
##  [569,] 1.2612478
##  [570,] 0.5438577
##  [571,] 1.0575838
##  [572,] 1.0631920
##  [573,] 0.4645127
##  [574,] 0.9624292
##  [575,] 1.8694902
##  [576,] 1.0567482
##  [577,] 1.1748882
##  [578,] 1.0676357
##  [579,] 0.6550864
##  [580,] 1.2388776
##  [581,] 0.7771225
##  [582,] 0.8417407
##  [583,] 0.7292429
##  [584,] 0.8264395
##  [585,] 0.8884560
##  [586,] 0.8612274
##  [587,] 0.9093967
##  [588,] 1.1215034
##  [589,] 1.2526263
##  [590,] 0.5387475
##  [591,] 0.8495797
##  [592,] 1.2020779
##  [593,] 1.3195616
##  [594,] 0.9267912
##  [595,] 1.0714845
##  [596,] 0.5149654
##  [597,] 0.7631998
##  [598,] 1.1763282
##  [599,] 0.6775916
##  [600,] 0.7284010
##  [601,] 1.3934016
##  [602,] 0.8339688
##  [603,] 0.6495822
##  [604,] 0.7648354
##  [605,] 0.5362816
##  [606,] 0.6801517
##  [607,] 0.6661503
##  [608,] 0.6935908
##  [609,] 1.2116122
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##  [611,] 0.5339629
##  [612,] 1.2507107
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##  [669,] 1.0411356
##  [670,] 1.5192929
##  [671,] 1.2878118
##  [672,] 0.7186657
##  [673,] 2.0846993
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##  [675,] 0.8246532
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##  [678,] 0.7028090
##  [679,] 1.5389986
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##  [682,] 2.0272598
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##  [686,] 0.5190620
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##  [691,] 0.6824059
##  [692,] 1.3012455
##  [693,] 0.6855889
##  [694,] 0.8607561
##  [695,] 1.3179218
##  [696,] 1.9834774
##  [697,] 1.4112044
##  [698,] 0.3563191
##  [699,] 0.4623904
##  [700,] 1.3495232
##  [701,] 1.1784833
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##  [725,] 0.6444821
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##  [727,] 1.1177355
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##  [733,] 2.4313714
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##  [751,] 0.7176784
##  [752,] 0.6673900
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##  [754,] 1.3939744
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##  [756,] 1.5488379
##  [757,] 0.5437812
##  [758,] 0.8884155
##  [759,] 1.2781157
##  [760,] 1.9684297
##  [761,] 0.6316621
##  [762,] 0.9282859
##  [763,] 0.6996761
##  [764,] 1.4802080
##  [765,] 1.4026544
##  [766,] 1.0940949
##  [767,] 0.8868988
##  [768,] 0.6198036
##  [769,] 1.3175037
##  [770,] 1.5503668
##  [771,] 1.4935344
##  [772,] 1.7675179
##  [773,] 1.1542197
##  [774,] 0.9094053
##  [775,] 0.6123321
##  [776,] 2.5231889
##  [777,] 1.6153280
##  [778,] 1.0802731
##  [779,] 1.3795784
##  [780,] 2.7825777
##  [781,] 1.0283446
##  [782,] 0.5899889
##  [783,] 1.8747083
##  [784,] 0.4877436
##  [785,] 0.5650083
##  [786,] 0.6829584
##  [787,] 1.1502271
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##  [790,] 1.0748258
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##  [836,] 1.3650486
##  [837,] 2.6420736
##  [838,] 0.8140526
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##  [840,] 2.0658116
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##  [842,] 0.6622330
##  [843,] 0.9000985
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##  [845,] 0.8190312
##  [846,] 1.0081498
##  [847,] 1.3477225
##  [848,] 0.6102862
##  [849,] 1.2687564
##  [850,] 1.1416731
##  [851,] 1.4159582
##  [852,] 0.9148463
##  [853,] 0.7972002
##  [854,] 0.8021413
##  [855,] 1.0334602
##  [856,] 1.0806299
##  [857,] 0.7114577
##  [858,] 0.6030395
##  [859,] 1.4037107
##  [860,] 1.2108863
##  [861,] 1.0535412
##  [862,] 0.5664403
##  [863,] 0.5802998
##  [864,] 0.8216043
##  [865,] 2.5694881
##  [866,] 1.0927461
##  [867,] 1.3600447
##  [868,] 0.8935837
##  [869,] 0.6673960
##  [870,] 1.6567166
##  [871,] 1.3198659
##  [872,] 0.9160919
##  [873,] 1.0203966
##  [874,] 0.5653453
##  [875,] 1.5601666
##  [876,] 0.5876359
##  [877,] 0.9205969
##  [878,] 1.3599151
##  [879,] 1.2808607
##  [880,] 0.7210382
##  [881,] 0.6241741
##  [882,] 0.3594653
##  [883,] 1.6052269
##  [884,] 1.4169884
##  [885,] 1.2262688
##  [886,] 1.1749281
##  [887,] 1.5665101
##  [888,] 1.2639758
##  [889,] 0.8646582
##  [890,] 1.3671903
##  [891,] 0.7314147
##  [892,] 0.7364223
##  [893,] 0.9053445
##  [894,] 1.2286789
##  [895,] 0.7730906
##  [896,] 1.7641491
##  [897,] 1.4195040
##  [898,] 1.1286801
##  [899,] 0.3414813
##  [900,] 0.8461659
##  [901,] 0.7875396
##  [902,] 1.0941332
##  [903,] 0.8289967
##  [904,] 0.2804030
##  [905,] 0.8276730
##  [906,] 0.7708535
##  [907,] 1.1662565
##  [908,] 1.2503047
##  [909,] 0.6343136
##  [910,] 0.6937487
##  [911,] 0.8357595
##  [912,] 1.0214462
##  [913,] 1.5518895
##  [914,] 0.5810141
##  [915,] 0.7293576
##  [916,] 1.0257834
##  [917,] 1.2459069
##  [918,] 1.0098505
##  [919,] 1.8909174
##  [920,] 1.3069971
##  [921,] 0.7749401
##  [922,] 1.0551530
##  [923,] 0.7480940
##  [924,] 0.8880075
##  [925,] 0.9015457
##  [926,] 1.1602106
##  [927,] 1.0498591
##  [928,] 1.4559219
##  [929,] 0.8704034
##  [930,] 0.7741349
##  [931,] 0.6586050
##  [932,] 0.7101745
##  [933,] 0.5107729
##  [934,] 1.3286830
##  [935,] 1.0374687
##  [936,] 1.1525495
##  [937,] 0.9628299
##  [938,] 0.7979507
##  [939,] 1.5162804
##  [940,] 1.1300552
##  [941,] 0.7883541
##  [942,] 1.4519013
##  [943,] 0.5882211
##  [944,] 0.9964956
##  [945,] 0.7089846
##  [946,] 0.6698064
##  [947,] 1.4520389
##  [948,] 0.7007767
##  [949,] 0.4914633
##  [950,] 0.8778656
##  [951,] 0.4604310
##  [952,] 0.9574376
##  [953,] 0.9996758
##  [954,] 0.6850702
##  [955,] 0.5969365
##  [956,] 0.6194264
##  [957,] 0.8961386
##  [958,] 0.6792361
##  [959,] 0.8294773
##  [960,] 0.5714657
##  [961,] 0.3177620
##  [962,] 1.8092532
##  [963,] 0.5424429
##  [964,] 0.7753372
##  [965,] 0.7335880
##  [966,] 0.6705291
##  [967,] 0.8946730
##  [968,] 0.6034442
##  [969,] 0.4184908
##  [970,] 0.5954956
##  [971,] 1.1241857
##  [972,] 1.7702921
##  [973,] 0.6419135
##  [974,] 0.9064966
##  [975,] 0.6749767
##  [976,] 2.0076204
##  [977,] 0.8277356
##  [978,] 1.4711167
##  [979,] 0.9619492
##  [980,] 0.8104394
##  [981,] 0.4529930
##  [982,] 0.6384847
##  [983,] 1.0450585
##  [984,] 0.9140585
##  [985,] 0.6737781
##  [986,] 0.4361064
##  [987,] 1.2536748
##  [988,] 0.3824104
##  [989,] 1.1470805
##  [990,] 0.2156210
##  [991,] 0.5203962
##  [992,] 1.7211872
##  [993,] 1.1104321
##  [994,] 0.8457261
##  [995,] 0.6473718
##  [996,] 0.5623879
##  [997,] 0.7246351
##  [998,] 1.0992695
##  [999,] 0.3984582
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
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## 16            1           -1           -1           -1           -1
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## 101           1            1            0            0            0
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## 139           1            0            1            0            0
## 140           1            0            0            0            1
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## si ~ demo$career
## attr(,"variables")
## list(si, demo$career)
## attr(,"factors")
##             demo$career
## si                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Science Identity across career goals.


Career Motivation

Next, let’s look into Carer Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.5407 0.067592  1.3393 0.03415  0.194
## Residuals   303   15.2921 0.050469         0.96585       
## Total       311   15.8329                  1.00000       
## 
## $call
## adonis(formula = cm ~ demo$career)
## 
## $coefficients
##                     cm1        cm2         cm3        cm4          cm5
## (Intercept)   3.9691427  4.0936888  4.06084350  4.1718674  4.016128837
## demo$career1 -0.1024760 -0.0270221 -0.06084350 -0.2829785  0.006093385
## demo$career2 -0.2768350 -0.4013811 -0.21468966  0.2127480 -0.400744221
## demo$career3  0.2308573  0.3729779  0.27248983  0.4281326  0.383871163
## demo$career4 -0.1248804 -0.0281150 -0.02805662 -0.2128510 -0.040719001
## demo$career5 -0.1358094 -0.2464665 -0.21362128 -0.3385340 -0.224462170
## demo$career6 -0.4691427 -0.5436888 -0.56084350 -0.6718674 -1.116128837
## demo$career7  0.3165716  0.4777398  0.51058507  0.5424183  0.841014020
## demo$career8  0.1975240  0.1563112  0.18915650  0.1614660  0.233871163
## 
## $coef.sites
##                         1           2            3            4            5
## (Intercept)   0.125543899  0.15447473  0.568581667  0.126088883  0.125543899
## demo$career1  0.014340689  0.01987944 -0.011641710  0.017799728  0.014340689
## demo$career2  0.020930906 -0.01212656 -0.006644032 -0.009758685  0.020930906
## demo$career3 -0.057808848 -0.05243878  0.056651236 -0.055789713 -0.057808848
## demo$career4  0.023629436  0.03656338 -0.031507867  0.035916656  0.023629436
## demo$career5  0.054990275  0.06869865 -0.069057942  0.077921426  0.054990275
## demo$career6  0.078521767  0.01903831 -0.042457852  0.020274183  0.078521767
## demo$career7 -0.080079750 -0.05884568  0.070158903 -0.054736589 -0.080079750
## demo$career8 -0.005641417  0.03325752 -0.018096658  0.043959976 -0.005641417
##                        6           7            8            9           10
## (Intercept)   0.12519539  0.12129434  0.125543899  0.121420116  0.568581667
## demo$career1  0.01200665  0.02076121  0.014340689  0.017740293 -0.011641710
## demo$career2  0.01248721 -0.01203855  0.020930906  0.008837681 -0.006644032
## demo$career3 -0.05609014 -0.05912616 -0.057808848 -0.060153315  0.056651236
## demo$career4  0.02516885  0.03575136  0.023629436  0.026986760 -0.031507867
## demo$career5  0.06623175  0.07479369  0.054990275  0.064168236 -0.069057942
## demo$career6  0.04820983  0.03313573  0.078521767  0.065403836 -0.042457852
## demo$career7 -0.07333714 -0.05323456 -0.080079750 -0.078759707  0.070158903
## demo$career8  0.01890399  0.03183686 -0.005641417  0.006776966 -0.018096658
##                       11           12           13            14           15
## (Intercept)   0.15297843  0.125543899  0.125543899  0.1264492593  0.125543899
## demo$career1  0.02170636  0.014340689  0.014340689  0.0182850724  0.014340689
## demo$career2 -0.03353179  0.020930906  0.020930906 -0.0215572276  0.020930906
## demo$career3 -0.04793850 -0.057808848 -0.057808848 -0.0541122268 -0.057808848
## demo$career4  0.04202998  0.023629436  0.023629436  0.0395722663  0.023629436
## demo$career5  0.07483783  0.054990275  0.054990275  0.0825167348  0.054990275
## demo$career6 -0.01606402  0.078521767  0.078521767 -0.0007919698  0.078521767
## demo$career7 -0.03115555 -0.080079750 -0.080079750 -0.0377888535 -0.080079750
## demo$career8  0.04918695 -0.005641417 -0.005641417  0.0574070223 -0.005641417
##                         16           17           18           19            20
## (Intercept)   0.1264492593  0.125543899  0.125708153  0.125543899  0.1264492593
## demo$career1  0.0182850724  0.014340689  0.012365336  0.014340689  0.0182850724
## demo$career2 -0.0215572276  0.020930906  0.001700303  0.020930906 -0.0215572276
## demo$career3 -0.0541122268 -0.057808848 -0.054583748 -0.057808848 -0.0541122268
## demo$career4  0.0395722663  0.023629436  0.028463520  0.023629436  0.0395722663
## demo$career5  0.0825167348  0.054990275  0.070451411  0.054990275  0.0825167348
## demo$career6 -0.0007919698  0.078521767  0.028830142  0.078521767 -0.0007919698
## demo$career7 -0.0377888535 -0.080079750 -0.057648373 -0.080079750 -0.0377888535
## demo$career8  0.0574070223 -0.005641417  0.031210920 -0.005641417  0.0574070223
##                        21           22           23          24           25
## (Intercept)   0.121420116  0.125543899  0.398651535  0.12717176  0.125543899
## demo$career1  0.017740293  0.014340689 -0.006867656  0.01572419  0.014340689
## demo$career2  0.008837681  0.020930906 -0.018809817 -0.01067506  0.020930906
## demo$career3 -0.060153315 -0.057808848  0.015585730 -0.05398659 -0.057808848
## demo$career4  0.026986760  0.023629436  0.004347537  0.03380172  0.023629436
## demo$career5  0.064168236  0.054990275  0.001365718  0.07563614  0.054990275
## demo$career6  0.065403836  0.078521767 -0.073159679  0.01446908  0.078521767
## demo$career7 -0.078759707 -0.080079750  0.033998169 -0.04901675 -0.080079750
## demo$career8  0.006776966 -0.005641417  0.034097573  0.04296519 -0.005641417
##                        26           27            28           29           30
## (Intercept)   0.568581667  0.121420116  0.1264492593  0.125543899  0.298534802
## demo$career1 -0.011641710  0.017740293  0.0182850724  0.014340689 -0.002756108
## demo$career2 -0.006644032  0.008837681 -0.0215572276  0.020930906 -0.031590140
## demo$career3  0.056651236 -0.060153315 -0.0541122268 -0.057808848 -0.004588904
## demo$career4 -0.031507867  0.026986760  0.0395722663  0.023629436  0.019256418
## demo$career5 -0.069057942  0.064168236  0.0825167348  0.054990275  0.039977211
## demo$career6 -0.042457852  0.065403836 -0.0007919698  0.078521767 -0.079902121
## demo$career7  0.070158903 -0.078759707 -0.0377888535 -0.080079750  0.010874025
## demo$career8 -0.018096658  0.006776966  0.0574070223 -0.005641417  0.055027164
##                         31            32           33           34          35
## (Intercept)   0.5197830686  0.5197175104  0.568581667  0.125543899  0.14047569
## demo$career1 -0.0147142709 -0.0139079719 -0.011641710  0.014340689  0.01623675
## demo$career2 -0.0106361825 -0.0105706242 -0.006644032  0.020930906 -0.02852374
## demo$career3  0.0469436603  0.0470092185  0.056651236 -0.057808848 -0.04912414
## demo$career4 -0.0214313714 -0.0207124513 -0.031507867  0.023629436  0.04048586
## demo$career5 -0.0431820181 -0.0451005868 -0.069057942  0.054990275  0.08107581
## demo$career6 -0.0617043403 -0.0616387821 -0.042457852  0.078521767 -0.02425194
## demo$career7  0.0620063746  0.0620719329  0.070158903 -0.080079750 -0.02579567
## demo$career8  0.0004402194  0.0005057777 -0.018096658 -0.005641417  0.06168969
##                       36          37           38           39           40
## (Intercept)   0.12727320  0.15772632  0.568581667  0.394084537  0.125543899
## demo$career1  0.02056530  0.01268868 -0.011641710 -0.014581670  0.014340689
## demo$career2 -0.01110211 -0.01874305 -0.006644032 -0.013237289  0.020930906
## demo$career3 -0.05628055 -0.04308515  0.056651236  0.020152728 -0.057808848
## demo$career4  0.03741173  0.03420587 -0.031507867  0.002205587  0.023629436
## demo$career5  0.07004939  0.07017232 -0.069057942  0.006241357  0.054990275
## demo$career6  0.03408328 -0.02068684 -0.042457852 -0.092019872  0.078521767
## demo$career7 -0.04679106 -0.03590344  0.070158903  0.038565166 -0.080079750
## demo$career8  0.02956170  0.04850410 -0.018096658  0.038664570 -0.005641417
##                        41           42           43           44           45
## (Intercept)   0.568581667  0.125543899  0.125543899  0.294713824  0.121915809
## demo$career1 -0.011641710  0.014340689  0.014340689 -0.014018550  0.018230859
## demo$career2 -0.006644032  0.020930906  0.020930906 -0.020076854 -0.001815129
## demo$career3  0.056651236 -0.057808848 -0.057808848 -0.005706197 -0.058803820
## demo$career4 -0.031507867  0.023629436  0.023629436  0.021261346  0.030269650
## demo$career5 -0.069057942  0.054990275  0.054990275  0.042163262  0.068290188
## demo$career6 -0.042457852  0.078521767  0.078521767 -0.084272919  0.046877441
## demo$career7  0.070158903 -0.080079750 -0.080079750  0.014695003 -0.063564054
## demo$career8 -0.018096658 -0.005641417 -0.005641417  0.058848142  0.018560382
##                         46           47           48           49           50
## (Intercept)   2.135208e-01  0.207465056  0.568581667  0.130069045  0.398045071
## demo$career1  6.687249e-05  0.008803390 -0.011641710  0.008952498 -0.017739734
## demo$career2 -2.048412e-02 -0.007520131 -0.006644032  0.014454544 -0.017700588
## demo$career3 -2.924027e-02 -0.038748044  0.056651236 -0.052329809  0.016192194
## demo$career4  3.547067e-02  0.025376797 -0.031507867  0.024962656  0.003709589
## demo$career5  6.537950e-02  0.056865682 -0.069057942  0.060809214  0.004582022
## demo$career6 -7.612783e-02  0.010317185 -0.042457852  0.043430739 -0.068401041
## demo$career7 -7.705741e-03 -0.045207598  0.070158903 -0.059559235  0.034604632
## demo$career8  6.978887e-02  0.037778589 -0.018096658  0.017734038  0.034704037
##                        51           52          53           54           55
## (Intercept)   0.568581667  0.219251522  0.15851656  0.568581667  0.125708153
## demo$career1 -0.011641710  0.009163725  0.01067381 -0.011641710  0.012365336
## demo$career2 -0.006644032 -0.021819273 -0.02126827 -0.006644032  0.001700303
## demo$career3  0.056651236 -0.026605018 -0.04381334  0.056651236 -0.054583748
## demo$career4 -0.031507867  0.034267119  0.03922575 -0.031507867  0.028463520
## demo$career5 -0.069057942  0.059648736  0.07614534 -0.069057942  0.070451411
## demo$career6 -0.042457852 -0.071326741 -0.03560385 -0.042457852  0.028830142
## demo$career7  0.070158903 -0.004507932 -0.01653562  0.070158903 -0.057648373
## demo$career8 -0.018096658  0.064058104  0.06270941 -0.018096658  0.031210920
##                       56           57           58           59           60
## (Intercept)   0.14047569  0.142055870  0.125543899  0.125543899  0.445812320
## demo$career1  0.01623675  0.009541228  0.014340689  0.014340689  0.001088418
## demo$career2 -0.02852374 -0.001440586  0.020930906  0.020930906 -0.032798470
## demo$career3 -0.04912414 -0.049946658 -0.057808848 -0.057808848  0.021608643
## demo$career4  0.04048586  0.032741346  0.023629436  0.023629436 -0.003874260
## demo$career5  0.08107581  0.072498748  0.054990275  0.054990275 -0.013337773
## demo$career6 -0.02425194  0.004482830  0.078521767  0.078521767 -0.043284847
## demo$career7 -0.02579567 -0.038704815 -0.080079750 -0.080079750  0.033292024
## demo$career8  0.06168969  0.045768666 -0.005641417 -0.005641417  0.015295031
##                        61          62           63           64           65
## (Intercept)   0.125543899  0.14294472  0.124650756  0.159892181  0.143482344
## demo$career1  0.014340689  0.01494494  0.014393570  0.008126687  0.006878611
## demo$career2  0.020930906 -0.01924707  0.002598685 -0.014639732  0.008741864
## demo$career3 -0.057808848 -0.05176861 -0.056351502 -0.045373762 -0.047794188
## demo$career4  0.023629436  0.03874660  0.030532130  0.036421160  0.025558826
## demo$career5  0.054990275  0.07933973  0.072685865  0.076253571  0.059158799
## demo$career6  0.078521767 -0.01077341  0.034500476 -0.023138357  0.022744263
## demo$career7 -0.080079750 -0.03620121 -0.063235495 -0.026074504 -0.049029679
## demo$career8 -0.005641417  0.05922066  0.032184142  0.061333784  0.020928311
##                        66           67           68           69           70
## (Intercept)   0.140139341  0.125543899  0.124650756  0.137660094  0.121420116
## demo$career1  0.010320416  0.014340689  0.014393570  0.020060532  0.017740293
## demo$career2 -0.008864717  0.020930906  0.002598685 -0.025352713  0.008837681
## demo$career3 -0.051448933 -0.057808848 -0.056351502 -0.055396322 -0.060153315
## demo$career4  0.032135349  0.023629436  0.030532130  0.039564181  0.026986760
## demo$career5  0.075742378  0.054990275  0.072685865  0.078789108  0.064168236
## demo$career6  0.003631502  0.078521767  0.034500476  0.008308551  0.065403836
## demo$career7 -0.044510294 -0.080079750 -0.063235495 -0.042031047 -0.078759707
## demo$career8  0.047685195 -0.005641417  0.032184142  0.046196188  0.006776966
##                        71           72            73           74           75
## (Intercept)   0.125543899  0.239509837  0.1264492593  0.125543899  0.125543899
## demo$career1  0.014340689 -0.002227489  0.0182850724  0.014340689  0.014340689
## demo$career2  0.020930906 -0.015970081 -0.0215572276  0.020930906  0.020930906
## demo$career3 -0.057808848 -0.022276515 -0.0541122268 -0.057808848 -0.057808848
## demo$career4  0.023629436  0.030771108  0.0395722663  0.023629436  0.023629436
## demo$career5  0.054990275  0.058111284  0.0825167348  0.054990275  0.054990275
## demo$career6  0.078521767 -0.083648324 -0.0007919698  0.078521767  0.078521767
## demo$career7 -0.080079750 -0.001046433 -0.0377888535 -0.080079750 -0.080079750
## demo$career8 -0.005641417  0.066260508  0.0574070223 -0.005641417 -0.005641417
##                        76           77           78            79           80
## (Intercept)   0.121915809  0.125543899  0.568581667  0.1264492593  0.125543899
## demo$career1  0.018230859  0.014340689 -0.011641710  0.0182850724  0.014340689
## demo$career2 -0.001815129  0.020930906 -0.006644032 -0.0215572276  0.020930906
## demo$career3 -0.058803820 -0.057808848  0.056651236 -0.0541122268 -0.057808848
## demo$career4  0.030269650  0.023629436 -0.031507867  0.0395722663  0.023629436
## demo$career5  0.068290188  0.054990275 -0.069057942  0.0825167348  0.054990275
## demo$career6  0.046877441  0.078521767 -0.042457852 -0.0007919698  0.078521767
## demo$career7 -0.063564054 -0.080079750  0.070158903 -0.0377888535 -0.080079750
## demo$career8  0.018560382 -0.005641417 -0.018096658  0.0574070223 -0.005641417
##                        81           82           83            84            85
## (Intercept)   0.125543899  0.179948945  0.293948031  0.1208827263  0.1264492593
## demo$career1  0.014340689  0.006024957 -0.009497967  0.0202139072  0.0182850724
## demo$career2  0.020930906 -0.026555757 -0.018944761 -0.0009340681 -0.0215572276
## demo$career3 -0.057808848 -0.040264761 -0.004940404 -0.0605375358 -0.0541122268
## demo$career4  0.023629436  0.033588264  0.022483141  0.0322939101  0.0395722663
## demo$career5  0.054990275  0.072994179  0.043044076  0.0704760214  0.0825167348
## demo$career6  0.078521767 -0.033511792 -0.095091375  0.0524191360 -0.0007919698
## demo$career7 -0.080079750 -0.017691487  0.015460796 -0.0690244781 -0.0377888535
## demo$career8 -0.005641417  0.061128034  0.059613935  0.0195129489  0.0574070223
##                        86           87           88           89          90
## (Intercept)   0.121420116  0.136351453  0.265174720  0.125543899  0.14181699
## demo$career1  0.017740293  0.022481906 -0.006786016  0.014340689  0.01375410
## demo$career2  0.008837681 -0.031651849 -0.023898758  0.020930906 -0.02206411
## demo$career3 -0.060153315 -0.053920910 -0.013089172 -0.057808848 -0.05064088
## demo$career4  0.026986760  0.042223374  0.028013868  0.023629436  0.03775591
## demo$career5  0.064168236  0.078689248  0.051674784  0.054990275  0.08117971
## demo$career6  0.065403836 -0.003496361 -0.087136316  0.078521767 -0.01212575
## demo$career7 -0.078759707 -0.033000398  0.007766775 -0.080079750 -0.03507347
## demo$career8  0.006776966  0.047504829  0.064002389 -0.005641417  0.06034839
##                        91           92           93           94           95
## (Intercept)   0.125543899  0.121420116  0.433214189  0.125543899  0.121420116
## demo$career1  0.014340689  0.017740293 -0.013666103  0.014340689  0.017740293
## demo$career2  0.020930906  0.008837681 -0.019069117  0.020930906  0.008837681
## demo$career3 -0.057808848 -0.060153315  0.028409673 -0.057808848 -0.060153315
## demo$career4  0.023629436  0.026986760 -0.003346315  0.023629436  0.026986760
## demo$career5  0.054990275  0.064168236 -0.010713017  0.054990275  0.064168236
## demo$career6  0.078521767  0.065403836 -0.078103042  0.078521767  0.065403836
## demo$career7 -0.080079750 -0.078759707  0.045890155 -0.080079750 -0.078759707
## demo$career8 -0.005641417  0.006776966  0.027893162 -0.005641417  0.006776966
##                       96           97           98           99          100
## (Intercept)   0.12727320  0.129395582  0.568581667  0.177891183  0.125543899
## demo$career1  0.02056530  0.008667225 -0.011641710  0.004286551  0.014340689
## demo$career2 -0.01110211  0.024742970 -0.006644032 -0.011885027  0.020930906
## demo$career3 -0.05628055 -0.053815731  0.056651236 -0.042568597 -0.057808848
## demo$career4  0.03741173  0.021797015 -0.031507867  0.035364634  0.023629436
## demo$career5  0.07004939  0.056849244 -0.069057942  0.072537522  0.054990275
## demo$career6  0.03408328  0.062026679 -0.042457852 -0.034220907  0.078521767
## demo$career7 -0.04679106 -0.074830411  0.070158903 -0.024037087 -0.080079750
## demo$career8  0.02956170  0.005970788 -0.018096658  0.063185796 -0.005641417
##                       101          102         103          104          105
## (Intercept)   0.125543899  0.125543899  0.13798817  0.125070229  0.125543899
## demo$career1  0.014340689  0.014340689  0.02300563  0.014804034  0.014340689
## demo$career2  0.020930906  0.020930906 -0.01451096 -0.008654845  0.020930906
## demo$career3 -0.057808848 -0.057808848 -0.05466953 -0.054771059 -0.057808848
## demo$career4  0.023629436  0.023629436  0.03738842  0.034004463  0.023629436
## demo$career5  0.054990275  0.054990275  0.07198726  0.077106363  0.054990275
## demo$career6  0.078521767  0.078521767  0.02804583  0.014306009  0.078521767
## demo$career7 -0.080079750 -0.080079750 -0.05983316 -0.046915214 -0.080079750
## demo$career8 -0.005641417 -0.005641417  0.03206069  0.045066720 -0.005641417
##                       106          107          108          109         110
## (Intercept)   0.392558951  0.125543899  0.124650756  0.568581667  0.12265194
## demo$career1 -0.013056083  0.014340689  0.014393570 -0.011641710  0.02431757
## demo$career2 -0.012214468  0.020930906  0.002598685 -0.006644032 -0.02474690
## demo$career3  0.021678314 -0.057808848 -0.056351502  0.056651236 -0.05862815
## demo$career4  0.003731173  0.023629436  0.030532130 -0.031507867  0.04125995
## demo$career5  0.009618795  0.054990275  0.072685865 -0.069057942  0.08008106
## demo$career6 -0.105573651  0.078521767  0.034500476 -0.042457852  0.01887546
## demo$career7  0.040090753 -0.080079750 -0.063235495  0.070158903 -0.04449692
## demo$career8  0.040190157 -0.005641417  0.032184142 -0.018096658  0.04360904
##                       111          112          113          114          115
## (Intercept)   0.125543899  0.568581667  0.125543899  0.125543899  0.136351453
## demo$career1  0.014340689 -0.011641710  0.014340689  0.014340689  0.022481906
## demo$career2  0.020930906 -0.006644032  0.020930906  0.020930906 -0.031651849
## demo$career3 -0.057808848  0.056651236 -0.057808848 -0.057808848 -0.053920910
## demo$career4  0.023629436 -0.031507867  0.023629436  0.023629436  0.042223374
## demo$career5  0.054990275 -0.069057942  0.054990275  0.054990275  0.078689248
## demo$career6  0.078521767 -0.042457852  0.078521767  0.078521767 -0.003496361
## demo$career7 -0.080079750  0.070158903 -0.080079750 -0.080079750 -0.033000398
## demo$career8 -0.005641417 -0.018096658 -0.005641417 -0.005641417  0.047504829
##                       116          117          118          119          120
## (Intercept)   0.125543899  0.125543899  0.166013883  0.568581667  0.121420116
## demo$career1  0.014340689  0.014340689  0.005733933 -0.011641710  0.017740293
## demo$career2  0.020930906  0.020930906  0.006576463 -0.006644032  0.008837681
## demo$career3 -0.057808848 -0.057808848 -0.044509918  0.056651236 -0.060153315
## demo$career4  0.023629436  0.023629436  0.026922607 -0.031507867  0.026986760
## demo$career5  0.054990275  0.054990275  0.059070815 -0.069057942  0.064168236
## demo$career6  0.078521767  0.078521767  0.016897007 -0.042457852  0.065403836
## demo$career7 -0.080079750 -0.080079750 -0.042707174  0.070158903 -0.078759707
## demo$career8 -0.005641417 -0.005641417  0.029654876 -0.018096658  0.006776966
##                       121          122          123          124          125
## (Intercept)   0.125543899  0.125543899  0.125543899  0.175291034  0.125543899
## demo$career1  0.014340689  0.014340689  0.014340689  0.005643185  0.014340689
## demo$career2  0.020930906  0.020930906  0.020930906 -0.021661160  0.020930906
## demo$career3 -0.057808848 -0.057808848 -0.057808848 -0.039773517 -0.057808848
## demo$career4  0.023629436  0.023629436  0.023629436  0.037202956  0.023629436
## demo$career5  0.054990275  0.054990275  0.054990275  0.074363777  0.054990275
## demo$career6  0.078521767  0.078521767  0.078521767 -0.048464875  0.078521767
## demo$career7 -0.080079750 -0.080079750 -0.080079750 -0.013033576 -0.080079750
## demo$career8 -0.005641417 -0.005641417 -0.005641417  0.065785945 -0.005641417
##                       126          127           128          129          130
## (Intercept)   0.125543899  0.199128971  0.1264492593  0.125543899  0.125543899
## demo$career1  0.014340689  0.003667957  0.0182850724  0.014340689  0.014340689
## demo$career2  0.020930906 -0.017658255 -0.0215572276  0.020930906  0.020930906
## demo$career3 -0.057808848 -0.033642357 -0.0541122268 -0.057808848 -0.057808848
## demo$career4  0.023629436  0.033002082  0.0395722663  0.023629436  0.023629436
## demo$career5  0.054990275  0.068062365  0.0825167348  0.054990275  0.054990275
## demo$career6  0.078521767 -0.054955879 -0.0007919698  0.078521767  0.078521767
## demo$career7 -0.080079750 -0.006959418 -0.0377888535 -0.080079750 -0.080079750
## demo$career8 -0.005641417  0.062629239  0.0574070223 -0.005641417 -0.005641417
##                      131          132          133          134          135
## (Intercept)   0.14181699  0.125543899  0.125543899  0.125543899  0.125543899
## demo$career1  0.01375410  0.014340689  0.014340689  0.014340689  0.014340689
## demo$career2 -0.02206411  0.020930906  0.020930906  0.020930906  0.020930906
## demo$career3 -0.05064088 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4  0.03775591  0.023629436  0.023629436  0.023629436  0.023629436
## demo$career5  0.08117971  0.054990275  0.054990275  0.054990275  0.054990275
## demo$career6 -0.01212575  0.078521767  0.078521767  0.078521767  0.078521767
## demo$career7 -0.03507347 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8  0.06034839 -0.005641417 -0.005641417 -0.005641417 -0.005641417
##                      136          137           138          139          140
## (Intercept)   0.14047569  0.125543899  0.5197830686  0.121915809  0.125543899
## demo$career1  0.01623675  0.014340689 -0.0147142709  0.018230859  0.014340689
## demo$career2 -0.02852374  0.020930906 -0.0106361825 -0.001815129  0.020930906
## demo$career3 -0.04912414 -0.057808848  0.0469436603 -0.058803820 -0.057808848
## demo$career4  0.04048586  0.023629436 -0.0214313714  0.030269650  0.023629436
## demo$career5  0.08107581  0.054990275 -0.0431820181  0.068290188  0.054990275
## demo$career6 -0.02425194  0.078521767 -0.0617043403  0.046877441  0.078521767
## demo$career7 -0.02579567 -0.080079750  0.0620063746 -0.063564054 -0.080079750
## demo$career8  0.06168969 -0.005641417  0.0004402194  0.018560382 -0.005641417
##                       141          142          143           144          145
## (Intercept)   0.126088883  0.121420116  0.125543899  0.1264492593  0.124650756
## demo$career1  0.017799728  0.017740293  0.014340689  0.0182850724  0.014393570
## demo$career2 -0.009758685  0.008837681  0.020930906 -0.0215572276  0.002598685
## demo$career3 -0.055789713 -0.060153315 -0.057808848 -0.0541122268 -0.056351502
## demo$career4  0.035916656  0.026986760  0.023629436  0.0395722663  0.030532130
## demo$career5  0.077921426  0.064168236  0.054990275  0.0825167348  0.072685865
## demo$career6  0.020274183  0.065403836  0.078521767 -0.0007919698  0.034500476
## demo$career7 -0.054736589 -0.078759707 -0.080079750 -0.0377888535 -0.063235495
## demo$career8  0.043959976  0.006776966 -0.005641417  0.0574070223  0.032184142
##                      146          147           148          149         150
## (Intercept)   0.14047569  0.125543899  0.1264492593  0.568581667  0.12229050
## demo$career1  0.01623675  0.014340689  0.0182850724 -0.011641710  0.02369083
## demo$career2 -0.02852374  0.020930906 -0.0215572276 -0.006644032 -0.01311603
## demo$career3 -0.04912414 -0.057808848 -0.0541122268  0.056651236 -0.06012232
## demo$career4  0.04048586  0.023629436  0.0395722663 -0.031507867  0.03762218
## demo$career5  0.08107581  0.054990275  0.0825167348 -0.069057942  0.07559187
## demo$career6 -0.02425194  0.078521767 -0.0007919698 -0.042457852  0.03896717
## demo$career7 -0.02579567 -0.080079750 -0.0377888535  0.070158903 -0.06087524
## demo$career8  0.06168969 -0.005641417  0.0574070223 -0.018096658  0.03075652
##                       151          152         153          154          155
## (Intercept)   0.125543899  0.125543899  0.12717176  0.126088883  0.130069045
## demo$career1  0.014340689  0.014340689  0.01572419  0.017799728  0.008952498
## demo$career2  0.020930906  0.020930906 -0.01067506 -0.009758685  0.014454544
## demo$career3 -0.057808848 -0.057808848 -0.05398659 -0.055789713 -0.052329809
## demo$career4  0.023629436  0.023629436  0.03380172  0.035916656  0.024962656
## demo$career5  0.054990275  0.054990275  0.07563614  0.077921426  0.060809214
## demo$career6  0.078521767  0.078521767  0.01446908  0.020274183  0.043430739
## demo$career7 -0.080079750 -0.080079750 -0.04901675 -0.054736589 -0.059559235
## demo$career8 -0.005641417 -0.005641417  0.04296519  0.043959976  0.017734038
##                       156          157           158          159          160
## (Intercept)   0.125543899  0.125543899  0.1264492593  0.121420116  0.136351453
## demo$career1  0.014340689  0.014340689  0.0182850724  0.017740293  0.022481906
## demo$career2  0.020930906  0.020930906 -0.0215572276  0.008837681 -0.031651849
## demo$career3 -0.057808848 -0.057808848 -0.0541122268 -0.060153315 -0.053920910
## demo$career4  0.023629436  0.023629436  0.0395722663  0.026986760  0.042223374
## demo$career5  0.054990275  0.054990275  0.0825167348  0.064168236  0.078689248
## demo$career6  0.078521767  0.078521767 -0.0007919698  0.065403836 -0.003496361
## demo$career7 -0.080079750 -0.080079750 -0.0377888535 -0.078759707 -0.033000398
## demo$career8 -0.005641417 -0.005641417  0.0574070223  0.006776966  0.047504829
##                       161          162          163          164          165
## (Intercept)   0.130069045  0.568581667  0.125543899  0.125543899  0.129395582
## demo$career1  0.008952498 -0.011641710  0.014340689  0.014340689  0.008667225
## demo$career2  0.014454544 -0.006644032  0.020930906  0.020930906  0.024742970
## demo$career3 -0.052329809  0.056651236 -0.057808848 -0.057808848 -0.053815731
## demo$career4  0.024962656 -0.031507867  0.023629436  0.023629436  0.021797015
## demo$career5  0.060809214 -0.069057942  0.054990275  0.054990275  0.056849244
## demo$career6  0.043430739 -0.042457852  0.078521767  0.078521767  0.062026679
## demo$career7 -0.059559235  0.070158903 -0.080079750 -0.080079750 -0.074830411
## demo$career8  0.017734038 -0.018096658 -0.005641417 -0.005641417  0.005970788
##                       166          167           168          169          170
## (Intercept)   0.125543899  0.125543899  0.1264492593  0.125543899  0.294713824
## demo$career1  0.014340689  0.014340689  0.0182850724  0.014340689 -0.014018550
## demo$career2  0.020930906  0.020930906 -0.0215572276  0.020930906 -0.020076854
## demo$career3 -0.057808848 -0.057808848 -0.0541122268 -0.057808848 -0.005706197
## demo$career4  0.023629436  0.023629436  0.0395722663  0.023629436  0.021261346
## demo$career5  0.054990275  0.054990275  0.0825167348  0.054990275  0.042163262
## demo$career6  0.078521767  0.078521767 -0.0007919698  0.078521767 -0.084272919
## demo$career7 -0.080079750 -0.080079750 -0.0377888535 -0.080079750  0.014695003
## demo$career8 -0.005641417 -0.005641417  0.0574070223 -0.005641417  0.058848142
##                       171         172         173          174          175
## (Intercept)   0.568581667  0.12265194  0.14379329  0.129395582  0.126189394
## demo$career1 -0.011641710  0.02431757  0.01294497  0.008667225  0.014754340
## demo$career2 -0.006644032 -0.02474690 -0.01439763  0.024742970  0.010760529
## demo$career3  0.056651236 -0.05862815 -0.04910840 -0.053815731 -0.056471056
## demo$career4 -0.031507867  0.04125995  0.03836854  0.021797015  0.026784665
## demo$career5 -0.069057942  0.08008106  0.07784422  0.056849244  0.058860551
## demo$career6 -0.042457852  0.01887546 -0.01125331  0.062026679  0.060725138
## demo$career7  0.070158903 -0.04449692 -0.02911326 -0.074830411 -0.065275017
## demo$career8 -0.018096658  0.04360904  0.05837210  0.005970788  0.005630877
##                      176         177          178         179          180
## (Intercept)   0.12903596  0.47396011  0.125179535  0.14294472  0.137660094
## demo$career1  0.01093555 -0.01646115  0.016694177  0.01494494  0.020060532
## demo$career2  0.01533560 -0.01375188  0.011624907 -0.01924707 -0.025352713
## demo$career3 -0.05406352  0.03837140 -0.058171993 -0.05176861 -0.055396322
## demo$career4  0.02698692 -0.01198332  0.028766426  0.03874660  0.039564181
## demo$career5  0.06299505 -0.02252624  0.060999834  0.07933973  0.078789108
## demo$career6  0.04897243 -0.07791735  0.066143912 -0.01077341  0.008308551
## demo$career7 -0.06501966  0.05474572 -0.070614364 -0.03620121 -0.042031047
## demo$career8  0.01868661  0.01636556  0.006563647  0.05922066  0.046196188
##                       181          182          183          184          185
## (Intercept)   0.125543899  0.275509515  0.568581667  0.125543899  0.145543294
## demo$career1  0.014340689 -0.009705396 -0.011641710  0.014340689  0.003690374
## demo$career2  0.020930906 -0.006049236 -0.006644032  0.020930906  0.032018122
## demo$career3 -0.057808848 -0.014740493  0.056651236 -0.057808848 -0.049397848
## demo$career4  0.023629436  0.019647242 -0.031507867  0.023629436  0.020445678
## demo$career5  0.054990275  0.045307730 -0.069057942  0.054990275  0.052287116
## demo$career6  0.078521767 -0.054677071 -0.042457852  0.078521767  0.053989649
## demo$career7 -0.080079750 -0.002568020  0.070158903 -0.080079750 -0.067890628
## demo$career8 -0.005641417  0.053667595 -0.018096658 -0.005641417  0.005882977
##                        186         187          188          189          190
## (Intercept)   0.1264492593  0.47635549  0.222895924  0.125543899  0.125543899
## demo$career1  0.0182850724 -0.01186630  0.012252887  0.014340689  0.014340689
## demo$career2 -0.0215572276 -0.01678829 -0.032152639  0.020930906  0.020930906
## demo$career3 -0.0541122268  0.03597602 -0.025804976 -0.057808848 -0.057808848
## demo$career4  0.0395722663 -0.01157140  0.032199636  0.023629436  0.023629436
## demo$career5  0.0825167348 -0.02929603  0.059503060  0.054990275  0.054990275
## demo$career6 -0.0007919698 -0.06353642 -0.061260024  0.078521767  0.078521767
## demo$career7 -0.0377888535  0.05235034 -0.008152334 -0.080079750 -0.080079750
## demo$career8  0.0574070223  0.01397018  0.060413702 -0.005641417 -0.005641417
##                       191          192         193          194          195
## (Intercept)   0.295787150  0.121420116  0.12265194  0.125543899  0.568581667
## demo$career1 -0.013332617  0.017740293  0.02431757  0.014340689 -0.011641710
## demo$career2 -0.013457872  0.008837681 -0.02474690  0.020930906 -0.006644032
## demo$career3 -0.006779523 -0.060153315 -0.05862815 -0.057808848  0.056651236
## demo$career4  0.019532282  0.026986760  0.04125995  0.023629436 -0.031507867
## demo$career5  0.041204957  0.064168236  0.08008106  0.054990275 -0.069057942
## demo$career6 -0.084597161  0.065403836  0.01887546  0.078521767 -0.042457852
## demo$career7  0.013621677 -0.078759707 -0.04449692 -0.080079750  0.070158903
## demo$career8  0.057774816  0.006776966  0.04360904 -0.005641417 -0.018096658
##                        196          197          198          199          200
## (Intercept)   0.1264492593  0.139286728  0.125543899  0.121915809  0.126189394
## demo$career1  0.0182850724  0.012870100  0.014340689  0.018230859  0.014754340
## demo$career2 -0.0215572276  0.005070360  0.020930906 -0.001815129  0.010760529
## demo$career3 -0.0541122268 -0.052164851 -0.057808848 -0.058803820 -0.056471056
## demo$career4  0.0395722663  0.027429011  0.023629436  0.030269650  0.026784665
## demo$career5  0.0825167348  0.057252915  0.054990275  0.068290188  0.058860551
## demo$career6 -0.0007919698  0.040927711  0.078521767  0.046877441  0.060725138
## demo$career7 -0.0377888535 -0.055140555 -0.080079750 -0.063564054 -0.065275017
## demo$career8  0.0574070223  0.008516354 -0.005641417  0.018560382  0.005630877
##                        201          202          203          204          205
## (Intercept)   2.135208e-01  0.121420116  0.125543899  0.395866694  0.141181529
## demo$career1  6.687249e-05  0.017740293  0.014340689 -0.008305219  0.013385223
## demo$career2 -2.048412e-02  0.008837681  0.020930906 -0.023566455 -0.009996247
## demo$career3 -2.924027e-02 -0.060153315 -0.057808848  0.018370570 -0.052491121
## demo$career4  3.547067e-02  0.026986760  0.023629436  0.005090574  0.034090770
## demo$career5  6.537950e-02  0.064168236  0.054990275  0.006002410  0.076575043
## demo$career6 -7.612783e-02  0.065403836  0.078521767 -0.083484569  0.009742993
## demo$career7 -7.705741e-03 -0.078759707 -0.080079750  0.036783009 -0.052521124
## demo$career8  6.978887e-02  0.006776966 -0.005641417  0.036882413  0.046550721
##                       206          207          208          209           210
## (Intercept)   0.568581667  0.126189394  0.126189394  0.130069045  0.1264492593
## demo$career1 -0.011641710  0.014754340  0.014754340  0.008952498  0.0182850724
## demo$career2 -0.006644032  0.010760529  0.010760529  0.014454544 -0.0215572276
## demo$career3  0.056651236 -0.056471056 -0.056471056 -0.052329809 -0.0541122268
## demo$career4 -0.031507867  0.026784665  0.026784665  0.024962656  0.0395722663
## demo$career5 -0.069057942  0.058860551  0.058860551  0.060809214  0.0825167348
## demo$career6 -0.042457852  0.060725138  0.060725138  0.043430739 -0.0007919698
## demo$career7  0.070158903 -0.065275017 -0.065275017 -0.059559235 -0.0377888535
## demo$career8 -0.018096658  0.005630877  0.005630877  0.017734038  0.0574070223
##                       211          212          213          214          215
## (Intercept)   0.568581667  0.121420116  0.125543899  0.125543899  0.125543899
## demo$career1 -0.011641710  0.017740293  0.014340689  0.014340689  0.014340689
## demo$career2 -0.006644032  0.008837681  0.020930906  0.020930906  0.020930906
## demo$career3  0.056651236 -0.060153315 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867  0.026986760  0.023629436  0.023629436  0.023629436
## demo$career5 -0.069057942  0.064168236  0.054990275  0.054990275  0.054990275
## demo$career6 -0.042457852  0.065403836  0.078521767  0.078521767  0.078521767
## demo$career7  0.070158903 -0.078759707 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658  0.006776966 -0.005641417 -0.005641417 -0.005641417
##                       216          217          218          219          220
## (Intercept)   0.568581667  0.125543899  0.125543899  0.125543899  0.125543899
## demo$career1 -0.011641710  0.014340689  0.014340689  0.014340689  0.014340689
## demo$career2 -0.006644032  0.020930906  0.020930906  0.020930906  0.020930906
## demo$career3  0.056651236 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867  0.023629436  0.023629436  0.023629436  0.023629436
## demo$career5 -0.069057942  0.054990275  0.054990275  0.054990275  0.054990275
## demo$career6 -0.042457852  0.078521767  0.078521767  0.078521767  0.078521767
## demo$career7  0.070158903 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658 -0.005641417 -0.005641417 -0.005641417 -0.005641417
##                       221          222          223          224         225
## (Intercept)   0.125543899  0.125543899  0.125543899  0.129395582  0.15851656
## demo$career1  0.014340689  0.014340689  0.014340689  0.008667225  0.01067381
## demo$career2  0.020930906  0.020930906  0.020930906  0.024742970 -0.02126827
## demo$career3 -0.057808848 -0.057808848 -0.057808848 -0.053815731 -0.04381334
## demo$career4  0.023629436  0.023629436  0.023629436  0.021797015  0.03922575
## demo$career5  0.054990275  0.054990275  0.054990275  0.056849244  0.07614534
## demo$career6  0.078521767  0.078521767  0.078521767  0.062026679 -0.03560385
## demo$career7 -0.080079750 -0.080079750 -0.080079750 -0.074830411 -0.01653562
## demo$career8 -0.005641417 -0.005641417 -0.005641417  0.005970788  0.06270941
##                       226          227          228          229          230
## (Intercept)   0.130629619  0.176845387  0.121420116  0.568581667  0.568581667
## demo$career1  0.014197657  0.009020488  0.017740293 -0.011641710 -0.011641710
## demo$career2  0.003535129 -0.021266582  0.008837681 -0.006644032 -0.006644032
## demo$career3 -0.053505888 -0.041522802 -0.060153315  0.056651236  0.056651236
## demo$career4  0.032192509  0.036381130  0.026986760 -0.031507867 -0.031507867
## demo$career5  0.067941570  0.073529767  0.064168236 -0.069057942 -0.069057942
## demo$career6  0.035448020 -0.036370862  0.065403836 -0.042457852 -0.042457852
## demo$career7 -0.056791998 -0.031394652 -0.078759707  0.070158903  0.070158903
## demo$career8  0.029908983  0.064231591  0.006776966 -0.018096658 -0.018096658
##                      231          232          233          234          235
## (Intercept)   0.12129434  0.125543899  0.121420116  0.121915809  0.568581667
## demo$career1  0.02076121  0.014340689  0.017740293  0.018230859 -0.011641710
## demo$career2 -0.01203855  0.020930906  0.008837681 -0.001815129 -0.006644032
## demo$career3 -0.05912616 -0.057808848 -0.060153315 -0.058803820  0.056651236
## demo$career4  0.03575136  0.023629436  0.026986760  0.030269650 -0.031507867
## demo$career5  0.07479369  0.054990275  0.064168236  0.068290188 -0.069057942
## demo$career6  0.03313573  0.078521767  0.065403836  0.046877441 -0.042457852
## demo$career7 -0.05323456 -0.080079750 -0.078759707 -0.063564054  0.070158903
## demo$career8  0.03183686 -0.005641417  0.006776966  0.018560382 -0.018096658
##                       236          237         238          239          240
## (Intercept)   0.392558951  0.125543899  0.14181699  0.125543899  0.130069045
## demo$career1 -0.013056083  0.014340689  0.01375410  0.014340689  0.008952498
## demo$career2 -0.012214468  0.020930906 -0.02206411  0.020930906  0.014454544
## demo$career3  0.021678314 -0.057808848 -0.05064088 -0.057808848 -0.052329809
## demo$career4  0.003731173  0.023629436  0.03775591  0.023629436  0.024962656
## demo$career5  0.009618795  0.054990275  0.08117971  0.054990275  0.060809214
## demo$career6 -0.105573651  0.078521767 -0.01212575  0.078521767  0.043430739
## demo$career7  0.040090753 -0.080079750 -0.03507347 -0.080079750 -0.059559235
## demo$career8  0.040190157 -0.005641417  0.06034839 -0.005641417  0.017734038
##                        241          242          243          244          245
## (Intercept)   0.1264492593  0.125543899  0.164412795  0.125543899  0.129395582
## demo$career1  0.0182850724  0.014340689  0.008506021  0.014340689  0.008667225
## demo$career2 -0.0215572276  0.020930906 -0.019379499  0.020930906  0.024742970
## demo$career3 -0.0541122268 -0.057808848 -0.045853972 -0.057808848 -0.053815731
## demo$career4  0.0395722663  0.023629436  0.032911527  0.023629436  0.021797015
## demo$career5  0.0825167348  0.054990275  0.074925418  0.054990275  0.056849244
## demo$career6 -0.0007919698  0.078521767 -0.008670018  0.078521767  0.062026679
## demo$career7 -0.0377888535 -0.080079750 -0.030595117 -0.080079750 -0.074830411
## demo$career8  0.0574070223 -0.005641417  0.056813171 -0.005641417  0.005970788
##                       246           247          248          249          250
## (Intercept)   0.125543899  0.1264492593  0.295897220  0.125543899  0.125543899
## demo$career1  0.014340689  0.0182850724  0.001674536  0.014340689  0.014340689
## demo$career2  0.020930906 -0.0215572276 -0.021260250  0.020930906  0.020930906
## demo$career3 -0.057808848 -0.0541122268 -0.006889594 -0.057808848 -0.057808848
## demo$career4  0.023629436  0.0395722663  0.024304294  0.023629436  0.023629436
## demo$career5  0.054990275  0.0825167348  0.041790450  0.054990275  0.054990275
## demo$career6  0.078521767 -0.0007919698 -0.096719159  0.078521767  0.078521767
## demo$career7 -0.080079750 -0.0377888535  0.013511607 -0.080079750 -0.080079750
## demo$career8 -0.005641417  0.0574070223  0.057664745 -0.005641417 -0.005641417
##                      251          252         253          254           255
## (Intercept)   0.12129434  0.125543899  0.12519539  0.125543899  0.1264492593
## demo$career1  0.02076121  0.014340689  0.01200665  0.014340689  0.0182850724
## demo$career2 -0.01203855  0.020930906  0.01248721  0.020930906 -0.0215572276
## demo$career3 -0.05912616 -0.057808848 -0.05609014 -0.057808848 -0.0541122268
## demo$career4  0.03575136  0.023629436  0.02516885  0.023629436  0.0395722663
## demo$career5  0.07479369  0.054990275  0.06623175  0.054990275  0.0825167348
## demo$career6  0.03313573  0.078521767  0.04820983  0.078521767 -0.0007919698
## demo$career7 -0.05323456 -0.080079750 -0.07333714 -0.080079750 -0.0377888535
## demo$career8  0.03183686 -0.005641417  0.01890399 -0.005641417  0.0574070223
##                       256          257           258           259          260
## (Intercept)   0.176845387  0.135333707  1.580498e-01  0.1208827263  0.203110672
## demo$career1  0.009020488  0.016092547  9.920688e-03  0.0202139072  0.001607801
## demo$career2 -0.021266582 -0.001009945 -7.400157e-03 -0.0009340681  0.007172679
## demo$career3 -0.041522802 -0.057577514 -5.010870e-02 -0.0605375358 -0.030000221
## demo$career4  0.036381130  0.030528930  3.312569e-02  0.0322939101  0.024930506
## demo$career5  0.073529767  0.069136108  7.324499e-02  0.0704760214  0.048567989
## demo$career6 -0.036370862  0.043144660  4.593092e-05  0.0524191360 -0.019565162
## demo$career7 -0.031394652 -0.067273928 -5.130627e-02 -0.0690244781 -0.024709008
## demo$career8  0.064231591  0.021501191  4.808385e-02  0.0195129489  0.030513667
##                       261          262          263          264          265
## (Intercept)   0.125543899  0.356223310  0.265863857  0.568581667  0.568581667
## demo$career1  0.014340689 -0.013547114 -0.005353288 -0.011641710 -0.011641710
## demo$career2  0.020930906 -0.015905686 -0.017261887 -0.006644032 -0.006644032
## demo$career3 -0.057808848  0.013629417 -0.013778309  0.056651236  0.056651236
## demo$career4  0.023629436  0.009429012  0.027279695 -0.031507867 -0.031507867
## demo$career5  0.054990275  0.020449717  0.051090867 -0.069057942 -0.069057942
## demo$career6  0.078521767 -0.103101602 -0.091131278 -0.042457852 -0.042457852
## demo$career7 -0.080079750  0.032825500  0.007077639  0.070158903  0.070158903
## demo$career8 -0.005641417  0.049124814  0.063313253 -0.018096658 -0.018096658
##                       266          267          268          269          270
## (Intercept)   0.125543899  0.129395582  0.125543899  0.125543899  0.129395582
## demo$career1  0.014340689  0.008667225  0.014340689  0.014340689  0.008667225
## demo$career2  0.020930906  0.024742970  0.020930906  0.020930906  0.024742970
## demo$career3 -0.057808848 -0.053815731 -0.057808848 -0.057808848 -0.053815731
## demo$career4  0.023629436  0.021797015  0.023629436  0.023629436  0.021797015
## demo$career5  0.054990275  0.056849244  0.054990275  0.054990275  0.056849244
## demo$career6  0.078521767  0.062026679  0.078521767  0.078521767  0.062026679
## demo$career7 -0.080079750 -0.074830411 -0.080079750 -0.080079750 -0.074830411
## demo$career8 -0.005641417  0.005970788 -0.005641417 -0.005641417  0.005970788
##                      271          272          273          274         275
## (Intercept)   0.12229050  0.199588905  0.121420116  0.331091995  0.12229050
## demo$career1  0.02369083  0.010396684  0.017740293  0.002033900  0.02369083
## demo$career2 -0.01311603 -0.020254941  0.008837681 -0.012461151 -0.01311603
## demo$career3 -0.06012232 -0.034102291 -0.060153315 -0.002900758 -0.06012232
## demo$career4  0.03762218  0.034927492  0.026986760  0.016746616  0.03762218
## demo$career5  0.07559187  0.064823657  0.064168236  0.029108335  0.07559187
## demo$career6  0.03896717 -0.055934886  0.065403836 -0.087555208  0.03896717
## demo$career7 -0.06087524 -0.007419352 -0.078759707  0.016952223 -0.06087524
## demo$career8  0.03075652  0.062169305  0.006776966  0.047856807  0.03075652
##                      276          277          278         279           280
## (Intercept)   0.13683474  0.125543899  0.125543899  0.29697055  0.5197830686
## demo$career1  0.01982362  0.014340689  0.014340689  0.00236047 -0.0147142709
## demo$career2 -0.02052119  0.020930906  0.020930906 -0.01464127 -0.0106361825
## demo$career3 -0.05380470 -0.057808848 -0.057808848 -0.00796292  0.0469436603
## demo$career4  0.03638821  0.023629436  0.023629436  0.02257523 -0.0214313714
## demo$career5  0.07190354  0.054990275  0.054990275  0.04083215 -0.0431820181
## demo$career6  0.01183532  0.078521767  0.078521767 -0.09704340 -0.0617043403
## demo$career7 -0.04435821 -0.080079750 -0.080079750  0.01243828  0.0620063746
## demo$career8  0.03330221 -0.005641417 -0.005641417  0.05659142  0.0004402194
##                       281          282          283          284         285
## (Intercept)   0.125543899  0.568581667  0.125543899  0.140139341  0.12229050
## demo$career1  0.014340689 -0.011641710  0.014340689  0.010320416  0.02369083
## demo$career2  0.020930906 -0.006644032  0.020930906 -0.008864717 -0.01311603
## demo$career3 -0.057808848  0.056651236 -0.057808848 -0.051448933 -0.06012232
## demo$career4  0.023629436 -0.031507867  0.023629436  0.032135349  0.03762218
## demo$career5  0.054990275 -0.069057942  0.054990275  0.075742378  0.07559187
## demo$career6  0.078521767 -0.042457852  0.078521767  0.003631502  0.03896717
## demo$career7 -0.080079750  0.070158903 -0.080079750 -0.044510294 -0.06087524
## demo$career8 -0.005641417 -0.018096658 -0.005641417  0.047685195  0.03075652
##                      286          287          288          289          290
## (Intercept)   0.15704045  0.125543899  0.121420116  0.121915809  0.121915809
## demo$career1  0.02604111  0.014340689  0.017740293  0.018230859  0.018230859
## demo$career2 -0.03354523  0.020930906  0.008837681 -0.001815129 -0.001815129
## demo$career3 -0.04807895 -0.057808848 -0.060153315 -0.058803820 -0.058803820
## demo$career4  0.03943491  0.023629436  0.026986760  0.030269650  0.030269650
## demo$career5  0.07218250  0.054990275  0.064168236  0.068290188  0.068290188
## demo$career6 -0.01074493  0.078521767  0.065403836  0.046877441  0.046877441
## demo$career7 -0.02728106 -0.080079750 -0.078759707 -0.063564054 -0.063564054
## demo$career8  0.04512493 -0.005641417  0.006776966  0.018560382  0.018560382
##                       291          292          293          294          295
## (Intercept)   0.568581667  0.125543899  0.125543899  0.125543899  0.125543899
## demo$career1 -0.011641710  0.014340689  0.014340689  0.014340689  0.014340689
## demo$career2 -0.006644032  0.020930906  0.020930906  0.020930906  0.020930906
## demo$career3  0.056651236 -0.057808848 -0.057808848 -0.057808848 -0.057808848
## demo$career4 -0.031507867  0.023629436  0.023629436  0.023629436  0.023629436
## demo$career5 -0.069057942  0.054990275  0.054990275  0.054990275  0.054990275
## demo$career6 -0.042457852  0.078521767  0.078521767  0.078521767  0.078521767
## demo$career7  0.070158903 -0.080079750 -0.080079750 -0.080079750 -0.080079750
## demo$career8 -0.018096658 -0.005641417 -0.005641417 -0.005641417 -0.005641417
##                       296           297          298         299          300
## (Intercept)   0.125543899  0.1264492593  0.568581667  0.21699246  0.125543899
## demo$career1  0.014340689  0.0182850724 -0.011641710  0.01011886  0.014340689
## demo$career2  0.020930906 -0.0215572276 -0.006644032 -0.03064478  0.020930906
## demo$career3 -0.057808848 -0.0541122268  0.056651236 -0.02826753 -0.057808848
## demo$career4  0.023629436  0.0395722663 -0.031507867  0.03363255  0.023629436
## demo$career5  0.054990275  0.0825167348 -0.069057942  0.06341222  0.054990275
## demo$career6  0.078521767 -0.0007919698 -0.042457852 -0.07229519  0.078521767
## demo$career7 -0.080079750 -0.0377888535  0.070158903 -0.01117744 -0.080079750
## demo$career8 -0.005641417  0.0574070223 -0.018096658  0.06631716 -0.005641417
##                       301          302          303          304         305
## (Intercept)   0.568581667  0.143482344  0.125543899  0.122890449  0.12519539
## demo$career1 -0.011641710  0.006878611  0.014340689  0.021097258  0.01200665
## demo$career2 -0.006644032  0.008741864  0.020930906 -0.002867469  0.01248721
## demo$career3  0.056651236 -0.047794188 -0.057808848 -0.059778460 -0.05609014
## demo$career4 -0.031507867  0.025558826  0.023629436  0.032100844  0.02516885
## demo$career5 -0.069057942  0.059158799  0.054990275  0.069072164  0.06623175
## demo$career6 -0.042457852  0.022744263  0.078521767  0.052578265  0.04820983
## demo$career7  0.070158903 -0.049029679 -0.080079750 -0.071032201 -0.07333714
## demo$career8 -0.018096658  0.020928311 -0.005641417  0.017505226  0.01890399
##                       306          307         308          309          310
## (Intercept)   0.521924386  0.125708153  0.12903596  0.160587572  0.568581667
## demo$career1 -0.012696044  0.012365336  0.01093555  0.001576952 -0.011641710
## demo$career2 -0.012777500  0.001700303  0.01533560  0.016119206 -0.006644032
## demo$career3  0.044802343 -0.054583748 -0.05406352 -0.042963728  0.056651236
## demo$career4 -0.021721345  0.028463520  0.02698692  0.024168145 -0.031507867
## demo$career5 -0.049840142  0.070451411  0.06299505  0.054308056 -0.069057942
## demo$career6 -0.046067880  0.028830142  0.04897243  0.013368884 -0.042457852
## demo$career7  0.059865057 -0.057648373 -0.06501966 -0.041091108  0.070158903
## demo$career8 -0.001701098  0.031210920  0.01868661  0.021089194 -0.018096658
##                        311          312
## (Intercept)   0.1264492593  0.125543899
## demo$career1  0.0182850724  0.014340689
## demo$career2 -0.0215572276  0.020930906
## demo$career3 -0.0541122268 -0.057808848
## demo$career4  0.0395722663  0.023629436
## demo$career5  0.0825167348  0.054990275
## demo$career6 -0.0007919698  0.078521767
## demo$career7 -0.0377888535 -0.080079750
## demo$career8  0.0574070223 -0.005641417
## 
## $f.perms
##              [,1]
##    [1,] 1.6167583
##    [2,] 1.3788353
##    [3,] 0.9648303
##    [4,] 2.4307384
##    [5,] 0.3287848
##    [6,] 1.0120838
##    [7,] 1.6544677
##    [8,] 1.8801518
##    [9,] 1.5885547
##   [10,] 0.9295029
##   [11,] 0.7925026
##   [12,] 0.8118022
##   [13,] 0.6663990
##   [14,] 0.3531395
##   [15,] 1.1825558
##   [16,] 3.3978005
##   [17,] 0.7219733
##   [18,] 1.1946225
##   [19,] 0.8707677
##   [20,] 0.5858008
##   [21,] 1.0999146
##   [22,] 1.3740636
##   [23,] 1.2424059
##   [24,] 2.2340811
##   [25,] 1.0128328
##   [26,] 1.3460339
##   [27,] 1.0424937
##   [28,] 1.4859026
##   [29,] 1.2889769
##   [30,] 0.6534107
##   [31,] 1.4511101
##   [32,] 1.2339274
##   [33,] 1.0065965
##   [34,] 0.7701646
##   [35,] 1.3468164
##   [36,] 0.6350831
##   [37,] 2.4292129
##   [38,] 0.6994427
##   [39,] 0.8248391
##   [40,] 1.0494942
##   [41,] 0.6861685
##   [42,] 1.3392766
##   [43,] 1.5985142
##   [44,] 0.5215940
##   [45,] 1.1343454
##   [46,] 1.2323821
##   [47,] 0.7085606
##   [48,] 0.9504275
##   [49,] 1.2611168
##   [50,] 0.8760027
##   [51,] 1.0787193
##   [52,] 1.2512822
##   [53,] 1.3301935
##   [54,] 1.4230649
##   [55,] 0.4266429
##   [56,] 0.7933796
##   [57,] 1.1504030
##   [58,] 1.4595524
##   [59,] 0.5391897
##   [60,] 1.6866801
##   [61,] 0.5097751
##   [62,] 0.3770140
##   [63,] 0.3095459
##   [64,] 0.7939514
##   [65,] 0.9081986
##   [66,] 0.9353795
##   [67,] 1.1829997
##   [68,] 0.9193283
##   [69,] 0.7172520
##   [70,] 0.3999530
##   [71,] 1.0601324
##   [72,] 0.8667946
##   [73,] 1.3216746
##   [74,] 0.7730741
##   [75,] 0.5659355
##   [76,] 0.4108338
##   [77,] 0.9726208
##   [78,] 3.0587149
##   [79,] 0.7536586
##   [80,] 0.4470042
##   [81,] 1.1367083
##   [82,] 1.1910893
##   [83,] 0.9108372
##   [84,] 0.9198148
##   [85,] 0.8176162
##   [86,] 0.3996325
##   [87,] 0.3628540
##   [88,] 0.6190673
##   [89,] 0.6039093
##   [90,] 1.4942132
##   [91,] 1.2634518
##   [92,] 1.3934091
##   [93,] 0.8589591
##   [94,] 1.3183171
##   [95,] 0.4453265
##   [96,] 1.2257317
##   [97,] 0.7795284
##   [98,] 0.8261716
##   [99,] 2.8748200
##  [100,] 0.7743741
##  [101,] 0.6650803
##  [102,] 0.3417521
##  [103,] 1.0785470
##  [104,] 1.0295106
##  [105,] 0.7337885
##  [106,] 1.2527219
##  [107,] 0.7520321
##  [108,] 1.0329356
##  [109,] 0.4844738
##  [110,] 1.2661076
##  [111,] 1.2751462
##  [112,] 0.4923472
##  [113,] 0.8558461
##  [114,] 0.4804140
##  [115,] 0.1826290
##  [116,] 0.3460593
##  [117,] 0.6193982
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##  [741,] 0.5796153
##  [742,] 0.7941419
##  [743,] 0.9404754
##  [744,] 0.6297646
##  [745,] 0.8855416
##  [746,] 0.9512620
##  [747,] 0.5562228
##  [748,] 1.5146475
##  [749,] 1.1922752
##  [750,] 0.7735880
##  [751,] 1.7789442
##  [752,] 2.7892087
##  [753,] 0.3826306
##  [754,] 0.9056097
##  [755,] 1.3719996
##  [756,] 2.8189782
##  [757,] 1.1481254
##  [758,] 1.1117509
##  [759,] 1.8010908
##  [760,] 2.5694506
##  [761,] 0.7252550
##  [762,] 0.5618546
##  [763,] 2.3507772
##  [764,] 0.8619106
##  [765,] 0.7385408
##  [766,] 0.1836043
##  [767,] 0.7672500
##  [768,] 0.5050495
##  [769,] 0.4212196
##  [770,] 0.5645172
##  [771,] 0.8668520
##  [772,] 0.4924441
##  [773,] 1.0943924
##  [774,] 0.7662888
##  [775,] 0.9564390
##  [776,] 2.8885843
##  [777,] 0.4570586
##  [778,] 1.3061932
##  [779,] 0.2613485
##  [780,] 0.8002730
##  [781,] 1.3584248
##  [782,] 1.1435551
##  [783,] 1.2088561
##  [784,] 1.4412753
##  [785,] 1.0267977
##  [786,] 1.2887777
##  [787,] 0.4885691
##  [788,] 1.1528293
##  [789,] 1.0237229
##  [790,] 1.0539150
##  [791,] 0.7707663
##  [792,] 0.6493487
##  [793,] 1.2714361
##  [794,] 1.0577401
##  [795,] 0.4680247
##  [796,] 0.9748505
##  [797,] 1.1915319
##  [798,] 0.9569876
##  [799,] 1.1134874
##  [800,] 0.5018021
##  [801,] 1.7063369
##  [802,] 0.9979778
##  [803,] 0.3963931
##  [804,] 0.7514537
##  [805,] 0.6774651
##  [806,] 0.3665451
##  [807,] 1.9117641
##  [808,] 1.0585319
##  [809,] 0.7885308
##  [810,] 0.7702605
##  [811,] 0.4001001
##  [812,] 0.6652442
##  [813,] 1.2130685
##  [814,] 0.2864231
##  [815,] 0.9716706
##  [816,] 1.1668204
##  [817,] 0.7431086
##  [818,] 1.4767543
##  [819,] 0.6134176
##  [820,] 0.5810728
##  [821,] 0.7528895
##  [822,] 0.9242240
##  [823,] 0.6372029
##  [824,] 0.9488640
##  [825,] 0.2703373
##  [826,] 1.5578766
##  [827,] 1.0131488
##  [828,] 1.0386506
##  [829,] 1.3061085
##  [830,] 0.7406357
##  [831,] 0.8243191
##  [832,] 0.5647036
##  [833,] 0.6311359
##  [834,] 0.7433842
##  [835,] 0.5878091
##  [836,] 1.1148282
##  [837,] 0.6747580
##  [838,] 0.4966532
##  [839,] 0.6478242
##  [840,] 1.4766655
##  [841,] 0.6658274
##  [842,] 0.9838970
##  [843,] 0.7294301
##  [844,] 1.7593791
##  [845,] 1.2953460
##  [846,] 0.3850322
##  [847,] 1.5490766
##  [848,] 1.7266142
##  [849,] 1.3284796
##  [850,] 2.1694637
##  [851,] 0.5875402
##  [852,] 0.5929808
##  [853,] 1.1441662
##  [854,] 1.0020483
##  [855,] 1.0327919
##  [856,] 0.6267323
##  [857,] 1.7540945
##  [858,] 1.6181998
##  [859,] 0.5822252
##  [860,] 0.8684253
##  [861,] 1.6770923
##  [862,] 0.7428695
##  [863,] 0.8929147
##  [864,] 0.5265249
##  [865,] 0.4772218
##  [866,] 1.4911319
##  [867,] 1.0750414
##  [868,] 0.6710054
##  [869,] 1.7406626
##  [870,] 1.2613028
##  [871,] 1.3624389
##  [872,] 0.7045675
##  [873,] 1.3049240
##  [874,] 0.9845404
##  [875,] 1.1596576
##  [876,] 0.5245564
##  [877,] 0.5685803
##  [878,] 1.0402116
##  [879,] 0.4481035
##  [880,] 1.0322896
##  [881,] 0.8049322
##  [882,] 1.6999312
##  [883,] 1.8903295
##  [884,] 1.6833498
##  [885,] 1.1549786
##  [886,] 2.5177985
##  [887,] 1.7524806
##  [888,] 0.7659683
##  [889,] 1.7437884
##  [890,] 0.3939861
##  [891,] 0.9625299
##  [892,] 0.7427125
##  [893,] 0.4565055
##  [894,] 1.2623911
##  [895,] 1.7052532
##  [896,] 0.4464685
##  [897,] 1.0044864
##  [898,] 0.4423958
##  [899,] 1.2474011
##  [900,] 0.5045608
##  [901,] 1.0592565
##  [902,] 0.5591806
##  [903,] 0.7746856
##  [904,] 0.7389937
##  [905,] 0.8914018
##  [906,] 0.6224212
##  [907,] 0.5976814
##  [908,] 1.1535873
##  [909,] 0.8176178
##  [910,] 0.4892609
##  [911,] 0.2655817
##  [912,] 0.8769041
##  [913,] 0.7325506
##  [914,] 1.2380546
##  [915,] 1.3934163
##  [916,] 0.5941486
##  [917,] 1.0407178
##  [918,] 1.2770770
##  [919,] 0.8026678
##  [920,] 1.5694653
##  [921,] 0.5840467
##  [922,] 1.6066605
##  [923,] 0.3540874
##  [924,] 0.8650446
##  [925,] 0.7635723
##  [926,] 0.9624126
##  [927,] 0.2299421
##  [928,] 0.6014799
##  [929,] 0.9008534
##  [930,] 1.4247431
##  [931,] 0.8988444
##  [932,] 0.9688155
##  [933,] 0.7343923
##  [934,] 1.3284953
##  [935,] 1.1328878
##  [936,] 0.8318112
##  [937,] 0.9264156
##  [938,] 1.6300433
##  [939,] 0.7396657
##  [940,] 0.4384732
##  [941,] 1.6103000
##  [942,] 1.0687605
##  [943,] 0.7241947
##  [944,] 0.9517321
##  [945,] 0.4136200
##  [946,] 0.7547674
##  [947,] 1.7601773
##  [948,] 0.6950298
##  [949,] 1.5203237
##  [950,] 1.8637928
##  [951,] 0.5247566
##  [952,] 1.0621455
##  [953,] 1.6029324
##  [954,] 0.4559288
##  [955,] 1.0913278
##  [956,] 1.5331294
##  [957,] 1.8256828
##  [958,] 0.6305722
##  [959,] 2.6196756
##  [960,] 0.6992676
##  [961,] 2.3197312
##  [962,] 1.2602026
##  [963,] 0.7485775
##  [964,] 0.5966098
##  [965,] 1.1656359
##  [966,] 0.4508875
##  [967,] 1.4061737
##  [968,] 0.7756004
##  [969,] 1.3622490
##  [970,] 0.4051453
##  [971,] 1.3060815
##  [972,] 0.2932234
##  [973,] 1.2389769
##  [974,] 1.9927317
##  [975,] 1.1680022
##  [976,] 0.5703517
##  [977,] 1.1038192
##  [978,] 0.7922520
##  [979,] 0.7933251
##  [980,] 1.2948690
##  [981,] 1.1093721
##  [982,] 2.1490484
##  [983,] 0.4978361
##  [984,] 0.5904578
##  [985,] 1.8158752
##  [986,] 0.5912844
##  [987,] 1.4134656
##  [988,] 1.8480018
##  [989,] 0.2191162
##  [990,] 0.2491605
##  [991,] 0.6033640
##  [992,] 0.6452013
##  [993,] 0.6990437
##  [994,] 0.6992121
##  [995,] 0.7495307
##  [996,] 0.6201691
##  [997,] 0.9318048
##  [998,] 0.7861534
##  [999,] 1.1327487
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
## 4             1            0            0            0            1
## 5             1            0            0            0            1
## 6             1            0            0            0            1
## 7             1            0            0            0            1
## 8             1            0            0            0            0
## 9             1            0            0            0            1
## 10            1            0            0            0            0
## 11            1            0            1            0            0
## 12            1            0            0            0            1
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            0            0            0            0
## 16            1           -1           -1           -1           -1
## 17            1            0            0            0            1
## 18            1            0            0            1            0
## 19            1            0            0            0            0
## 20            1            0            0            0            1
## 21            1            1            0            0            0
## 22            1            0            0            0            1
## 23            1            0            0            0            0
## 24            1            0            0            0            1
## 25            1            0            0            0            1
## 26            1            0            0            0            0
## 27            1            0            0            0            1
## 28            1            0            0            0            1
## 29            1            0            0            0            1
## 30            1            0            0            0            0
## 31            1            0            0            0            1
## 32            1            0            0            0            1
## 33            1            1            0            0            0
## 34            1            0            0            0            1
## 35            1            0            0            0            1
## 36            1            0            0            1            0
## 37            1            0            0            0            0
## 38            1            0            0            0            1
## 39            1            0            0            0            1
## 40            1            0            0            0            1
## 41            1            0            0            0            0
## 42            1            0            0            0            0
## 43            1            1            0            0            0
## 44            1            1            0            0            0
## 45            1            0            0            0            1
## 46            1            0            0            1            0
## 47            1            0            0            0            1
## 48            1            0            0            0            0
## 49            1            0            0            0            1
## 50            1            1            0            0            0
## 51            1            0            0            0            1
## 52            1            0            0            0            0
## 53            1            1            0            0            0
## 54            1            0            0            0            1
## 55            1            0            0            0            0
## 56            1            0            0            0            0
## 57            1           -1           -1           -1           -1
## 58            1            0            0            0            0
## 59            1            0            0            0            1
## 60            1            0            1            0            0
## 61            1            1            0            0            0
## 62            1            0            0            1            0
## 63            1            0            0            0            1
## 64            1            0            0            0            1
## 65            1            1            0            0            0
## 66            1            0            0            0            1
## 67            1            0            0            0            0
## 68            1            0            0            0            0
## 69            1            0            1            0            0
## 70            1            0            0            0            1
## 71            1            0            0            0            0
## 72            1            0            0            0            0
## 73            1            0            0            0            0
## 74            1            0            0            0            1
## 75            1            0            0            0            0
## 76            1            0            0            0            0
## 77            1            0            0            0            0
## 78            1            0            0            0            0
## 79            1            0            0            0            1
## 80            1            0            0            0            1
## 81            1            0            0            0            1
## 82            1            1            0            0            0
## 83            1            0            0            0            0
## 84            1            0            0            1            0
## 85            1            0            0            0            1
## 86            1            0            0            0            1
## 87            1            0            1            0            0
## 88            1            0            0            0            0
## 89            1            0            0            0            0
## 90            1            0            0            1            0
## 91            1            0            0            0            0
## 92            1            0            0            0            1
## 93            1            0            0            0            0
## 94            1            0            0            0            0
## 95            1            0            0            0            0
## 96            1            0            0            0            0
## 97            1            1            0            0            0
## 98            1            0            0            0            0
## 99            1            1            0            0            0
## 100           1            0            0            1            0
## 101           1            1            0            0            0
## 102           1            0            0            0            0
## 103           1            0            0            0            0
## 104           1            0            0            0            1
## 105           1            0            0            0            0
## 106           1            0            0            0            0
## 107           1            0            0            0            1
## 108           1            0            0            0            1
## 109           1            0            0            0            1
## 110           1            0            1            0            0
## 111           1            0            0            0            1
## 112           1            0            0            0            1
## 113           1            0            0            0            0
## 114           1            1            0            0            0
## 115           1            0            0            0            1
## 116           1            1            0            0            0
## 117           1            0            0            0            1
## 118           1            1            0            0            0
## 119           1            0            0            0            1
## 120           1            0            0            0            1
## 121           1            0            0            0            0
## 122           1            0            0            0            1
## 123           1            0            0            0            0
## 124           1            0            0            0            1
## 125           1            0            0            0            0
## 126           1            0            0            0            1
## 127           1            0            0            0            0
## 128           1            0            0            0            1
## 129           1            0            0            0            0
## 130           1            0            0            0            0
## 131           1            0            0            0            1
## 132           1            0            0            0            1
## 133           1            0            0            0            1
## 134           1            0            0            1            0
## 135           1            0            0            0            1
## 136           1            0            0            0            1
## 137           1            0            0            0            1
## 138           1            1            0            0            0
## 139           1            0            1            0            0
## 140           1            0            0            0            1
## 141           1            0            1            0            0
## 142           1            0            0            0            1
## 143           1            0            0            0            0
## 144           1            0            0            0            0
## 145           1            1            0            0            0
## 146           1            0            0            0            0
## 147           1            0            0            0            0
## 148           1            0            1            0            0
## 149           1            0            0            0            0
## 150           1            0            0            1            0
## 151           1            0            0            0            1
## 152           1            0            0            0            0
## 153           1            0            0            0            1
## 154           1            0            0            0            0
## 155           1            1            0            0            0
## 156           1            0            0            0            0
## 157           1            0            0            0            0
## 158           1            0            0            0            0
## 159           1            0            0            1            0
## 160           1            0            0            0            0
## 161           1            0            0            0            1
## 162           1            0            0            0            0
## 163           1            0            0            0            1
## 164           1            0            0            0            1
## 165           1            0            0            0            1
## 166           1            0            0            0            0
## 167           1            0            0            0            1
## 168           1            0            0            0            1
## 169           1            0            0            0            1
## 170           1            1            0            0            0
## 171           1            0            0            0            1
## 172           1           -1           -1           -1           -1
## 173           1            0            0            0            0
## 174           1            0            0            0            0
## 175           1            0            0            0            0
## 176           1            1            0            0            0
## 177           1            1            0            0            0
## 178           1            0            0            0            1
## 179           1            0            0            0            1
## 180           1            1            0            0            0
## 181           1            0            0            0            0
## 182           1            0            0            0            1
## 183           1            0            0            0            1
## 184           1            0            0            0            0
## 185           1            1            0            0            0
## 186           1            1            0            0            0
## 187           1            0            0            0            1
## 188           1            0            0            0            1
## 189           1            0            0            0            0
## 190           1            0            0            0            1
## 191           1            1            0            0            0
## 192           1            0            0            0            0
## 193           1           -1           -1           -1           -1
## 194           1            0            0            0            0
## 195           1            0            0            0            0
## 196           1            0            0            0            0
## 197           1            0            0            0            1
## 198           1           -1           -1           -1           -1
## 199           1            1            0            0            0
## 200           1            1            0            0            0
## 201           1            1            0            0            0
## 202           1            0            0            0            1
## 203           1            1            0            0            0
## 204           1            0            1            0            0
## 205           1            0            0            0            1
## 206           1            0            0            0            1
## 207           1            0            0            0            0
## 208           1            0            0            0            1
## 209           1            0            0            0            0
## 210           1            0            0            0            0
## 211           1            1            0            0            0
## 212           1            1            0            0            0
## 213           1            0            0            0            1
## 214           1            0            0            0            1
## 215           1            0            0            0            1
## 216           1            0            0            0            0
## 217           1            1            0            0            0
## 218           1            1            0            0            0
## 219           1            0            0            0            1
## 220           1            0            0            0            1
## 221           1            0            0            0            0
## 222           1            0            0            0            0
## 223           1            0            0            0            0
## 224           1            0            0            0            1
## 225           1            0            0            0            0
## 226           1           -1           -1           -1           -1
## 227           1            0            0            0            1
## 228           1            0            0            0            1
## 229           1            0            0            0            0
## 230           1            0            0            0            0
## 231           1            0            0            0            1
## 232           1            0            0            0            0
## 233           1            1            0            0            0
## 234           1            0            0            0            0
## 235           1            0            0            0            0
## 236           1            0            0            0            1
## 237           1            0            0            1            0
## 238           1            0            0            0            1
## 239           1            0            0            0            1
## 240           1            0            0            0            1
## 241           1            1            0            0            0
## 242           1            0            0            0            1
## 243           1            0            0            0            1
## 244           1            0            0            0            0
## 245           1            0            0            0            1
## 246           1            0            0            0            0
## 247           1            1            0            0            0
## 248           1            0            0            0            0
## 249           1            0            0            0            1
## 250           1            1            0            0            0
## 251           1            0            1            0            0
## 252           1            0            0            1            0
## 253           1            0            0            0            1
## 254           1            0            0            0            0
## 255           1            0            0            0            1
## 256           1            0            0            0            0
## 257           1            1            0            0            0
## 258           1            1            0            0            0
## 259           1            0            0            1            0
## 260           1            1            0            0            0
## 261           1            0            0            0            0
## 262           1            0            0            0            1
## 263           1            0            0            0            1
## 264           1            0            0            0            1
## 265           1            0            0            0            1
## 266           1            0            0            0            0
## 267           1            0            0            0            1
## 268           1            0            0            0            1
## 269           1            0            0            0            1
## 270           1            0            0            0            1
## 271           1            0            0            0            0
## 272           1            0            0            0            1
## 273           1            0            0            0            1
## 274           1            0            0            0            0
## 275           1            0            0            0            0
## 276           1            0            0            1            0
## 277           1            0            0            0            1
## 278           1            0            0            0            0
## 279           1            0            0            0            0
## 280           1            0            0            0            1
## 281           1            0            0            0            0
## 282           1            0            0            0            0
## 283           1            1            0            0            0
## 284           1            0            0            0            0
## 285           1            0            1            0            0
## 286           1            0            0            0            0
## 287           1            0            0            0            1
## 288           1            0            0            0            1
## 289           1            0            0            0            0
## 290           1            0            0            0            1
## 291           1            0            0            0            1
## 292           1            0            0            0            1
## 293           1            0            0            0            0
## 294           1            0            0            0            1
## 295           1            0            0            0            0
## 296           1            1            0            0            0
## 297           1            0            0            1            0
## 298           1            0            0            0            1
## 299           1            0            0            0            0
## 300           1            0            0            0            0
## 301           1            0            0            0            0
## 302           1            0            1            0            0
## 303           1            0            0            0            1
## 304           1            0            1            0            0
## 305           1            1            0            0            0
## 306           1            0            0            0            0
## 307           1            0            0            0            0
## 308           1            0            0            0            0
## 309           1            0            0            0            0
## 310           1            0            0            0            0
## 311           1            0            0            0            0
## 312           1            0            0            0            0
##     demo$career5 demo$career6 demo$career7 demo$career8
## 1              1            0            0            0
## 2              1            0            0            0
## 3              0            0            0            0
## 4              0            0            0            0
## 5              0            0            0            0
## 6              0            0            0            0
## 7              0            0            0            0
## 8              1            0            0            0
## 9              0            0            0            0
## 10             0            0            0            1
## 11             0            0            0            0
## 12             0            0            0            0
## 13             0            0            0            0
## 14             0            0            0            0
## 15             0            0            0            1
## 16            -1           -1           -1           -1
## 17             0            0            0            0
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## 
## $terms
## cm ~ demo$career
## attr(,"variables")
## list(cm, demo$career)
## attr(,"factors")
##             demo$career
## cm                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.


Intrinsic Motivation

Now, Intrinsic Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.2429 0.030358  1.0734 0.02756  0.329
## Residuals   303    8.5690 0.028281         0.97244       
## Total       311    8.8119                  1.00000       
## 
## $call
## adonis(formula = im ~ demo$career)
## 
## $coefficients
##                      im1        im2         im3         im4         im5
## (Intercept)   4.27610163  4.2319608  4.01551761  3.84282923  4.03604478
## demo$career1 -0.23165718 -0.2541830 -0.17107317  0.09050410 -0.39160033
## demo$career2  0.10851376  0.1526546  0.52294393  0.08024769  0.11780137
## demo$career3  0.19056504  0.3013726 -0.08218428 -0.04282923  0.29728855
## demo$career4 -0.34167540 -0.4614690 -0.27781270 -0.25266530 -0.38850380
## demo$career5 -0.10943496 -0.1486274 -0.01551761  0.04605966 -0.03604478
## demo$career6 -0.02610163 -0.1319608  0.03448239 -0.14282923 -0.08604478
## demo$career7  0.29532695  0.3394678  0.27019667  0.15717077  0.39252665
## demo$career8  0.22389837  0.2680392  0.23448239  0.24050410 -0.03604478
## 
## $coef.sites
##                         1            2            3            4            5
## (Intercept)   0.114676823  0.131371733  0.105855975  0.203608170  0.107338479
## demo$career1  0.023869848  0.003501854  0.005202934 -0.021780672  0.017796795
## demo$career2 -0.025286964  0.003034529 -0.001198327  0.022149493 -0.019149841
## demo$career3 -0.025484772 -0.023359202 -0.023781467 -0.004226260 -0.021547229
## demo$career4  0.049625443  0.014808175  0.022493887 -0.007179401  0.036330374
## demo$career5  0.016916560  0.029561682  0.028420874  0.022406570  0.022688750
## demo$career6  0.007003349  0.001347014 -0.006485822 -0.009550181 -0.003021743
## demo$career7 -0.044337165 -0.027952651 -0.039924350 -0.005005186 -0.042052033
## demo$career8 -0.015305741  0.019822398  0.021180076  0.029899868  0.001666391
##                         6            7             8            9            10
## (Intercept)   0.122116887  0.244347846  0.1041683070  0.102757350  0.5858576639
## demo$career1  0.004602651 -0.009363712  0.0189670495  0.017371269 -0.0152571363
## demo$career2  0.008662913  0.019518683 -0.0124831649 -0.024605319  0.0180907798
## demo$career3 -0.028211218 -0.012589156 -0.0331977275 -0.022888894  0.0260324086
## demo$career4  0.012251824 -0.013690639  0.0398546855  0.038324949 -0.0407633996
## demo$career5  0.039304329  0.020227427  0.0240166552  0.026581626 -0.0229083933
## demo$career6  0.001074778 -0.016014159  0.0005022708  0.006054335 -0.0017503551
## demo$career7 -0.029170491  0.005609741 -0.0453753673 -0.043964411  0.0383005867
## demo$career8  0.039425114  0.046384965 -0.0027431090 -0.008743219 -0.0007572705
##                        11           12           13            14           15
## (Intercept)   0.112451403  0.102757350  0.109601088  0.1009006456  0.107953736
## demo$career1  0.010550051  0.017371269 -0.001692174 -0.0022917222  0.011217640
## demo$career2 -0.020614239 -0.024605319 -0.001280437 -0.0002069233 -0.003324518
## demo$career3 -0.017621723 -0.022888894 -0.018355110 -0.0194383685 -0.029824792
## demo$career4  0.035559956  0.038324949  0.019849152  0.0143441181  0.022581611
## demo$career5  0.024784800  0.026581626  0.029670148  0.0344281302  0.035211210
## demo$career6  0.009698007  0.006054335  0.001346634 -0.0033164735 -0.002666861
## demo$career7 -0.041085930 -0.043964411 -0.037320258 -0.0381958422 -0.037931859
## demo$career8 -0.003446533 -0.008743219  0.017434962  0.0236737931  0.020787370
##                        16           17           18           19           20
## (Intercept)   0.114676823  0.114676823  0.109601088  0.114676823  0.124570098
## demo$career1  0.023869848  0.023869848 -0.001692174  0.023869848  0.005560028
## demo$career2 -0.025286964 -0.025286964 -0.001280437 -0.025286964  0.002420815
## demo$career3 -0.025484772 -0.025484772 -0.018355110 -0.025484772 -0.027127896
## demo$career4  0.049625443  0.049625443  0.019849152  0.049625443  0.018042926
## demo$career5  0.016916560  0.016916560  0.029670148  0.016916560  0.031832218
## demo$career6  0.007003349  0.007003349  0.001346634  0.007003349 -0.010929420
## demo$career7 -0.044337165 -0.044337165 -0.037320258 -0.044337165 -0.028293873
## demo$career8 -0.015305741 -0.015305741  0.017434962 -0.015305741  0.022457366
##                        21           22           23           24           25
## (Intercept)   0.114676823  0.104377668  0.202010760  0.122116887  0.112331029
## demo$career1  0.023869848  0.003532537 -0.015921287  0.004602651  0.012803127
## demo$career2 -0.025286964 -0.013876149  0.017057941  0.008662913 -0.007112776
## demo$career3 -0.025484772 -0.012990522 -0.011374369 -0.028211218 -0.026668790
## demo$career4  0.049625443  0.020893339 -0.006961607  0.012251824  0.035331793
## demo$career5  0.016916560  0.031103033  0.020790522  0.039304329  0.021321711
## demo$career6  0.007003349 -0.000688947 -0.010499067  0.001074778 -0.001090403
## demo$career7 -0.044337165 -0.038446044 -0.003407776 -0.029170491 -0.040965556
## demo$career8 -0.015305741  0.014902250  0.036126908  0.039425114  0.004084909
##                         26           27           28           29            30
## (Intercept)   0.5858576639  0.104247566  0.113014731  0.114676823  0.1009006456
## demo$career1 -0.0152571363  0.012585397 -0.001322072  0.023869848 -0.0022917222
## demo$career2  0.0180907798 -0.006276406  0.006091446 -0.025286964 -0.0002069233
## demo$career3  0.0260324086 -0.027973998 -0.022080465 -0.025484772 -0.0194383685
## demo$career4 -0.0407633996  0.030486245  0.012713020  0.049625443  0.0143441181
## demo$career5 -0.0229083933  0.025722734  0.035441051  0.016916560  0.0344281302
## demo$career6 -0.0017503551 -0.005587703  0.001178375  0.007003349 -0.0033164735
## demo$career7  0.0383005867 -0.041941370 -0.031969671 -0.044337165 -0.0381958422
## demo$career8 -0.0007572705  0.009723687  0.029632391 -0.015305741  0.0236737931
##                        31           32           33            34           35
## (Intercept)   0.099455750  0.432263775  0.199895421  0.1335340513  0.122116887
## demo$career1  0.005451237 -0.020865429 -0.013379971 -0.0046917977  0.004602651
## demo$career2 -0.005457727  0.024381341  0.010966692  0.0087890202  0.008662913
## demo$career3 -0.023874749  0.012193638 -0.008038683 -0.0185902690 -0.028211218
## demo$career4  0.022742401 -0.034968019 -0.007712116  0.0057281140  0.012251824
## demo$career5  0.031556657 -0.004080576  0.024509871  0.0324433139  0.039304329
## demo$career6 -0.002466550 -0.008152615 -0.018144650  0.0005675811  0.001074778
## demo$career7 -0.040326847  0.027784387 -0.009228945 -0.0253251399 -0.029170491
## demo$career8  0.011883158  0.025324108  0.033612617  0.0323939149  0.039425114
##                        36           37            38           39           40
## (Intercept)   0.109558444  0.114676823  0.1009006456  0.433253093  0.114676823
## demo$career1  0.003435546  0.023869848 -0.0022917222 -0.021854747  0.023869848
## demo$career2  0.002132384 -0.025286964 -0.0002069233  0.033007408 -0.025286964
## demo$career3 -0.025384983 -0.025484772 -0.0194383685  0.011204320 -0.025484772
## demo$career4  0.013948996  0.049625443  0.0143441181 -0.034932747  0.049625443
## demo$career5  0.038209380  0.016916560  0.0344281302 -0.006806005  0.016916560
## demo$career6 -0.003545972  0.007003349 -0.0033164735 -0.009141933  0.007003349
## demo$career7 -0.035656241 -0.044337165 -0.0381958422  0.026795069 -0.044337165
## demo$career8  0.033088678 -0.015305741  0.0236737931  0.024334790 -0.015305741
##                        41           42           43            44           45
## (Intercept)   0.114676823  0.115111643  0.114676823  0.1368304951  0.120447104
## demo$career1  0.023869848  0.017887489  0.023869848 -0.0037883253 -0.005305907
## demo$career2 -0.025286964 -0.019666569 -0.025286964  0.0114097363  0.002505227
## demo$career3 -0.025484772 -0.020378964 -0.025484772 -0.0178463087 -0.019586098
## demo$career4  0.049625443  0.040920130  0.049625443  0.0102997049  0.012334988
## demo$career5  0.016916560  0.018430642  0.016916560  0.0333550058  0.031690223
## demo$career6  0.007003349  0.001324080  0.007003349  0.0001282802 -0.006592751
## demo$career7 -0.044337165 -0.041073153 -0.044337165 -0.0286215837 -0.031680036
## demo$career8 -0.015305741 -0.003670604 -0.015305741  0.0290974711  0.026473523
##                        46            47           48            49
## (Intercept)   0.185010917  0.1280263852  0.256783868  0.1433291764
## demo$career1 -0.008493354  0.0008024105 -0.020104599  0.0013162797
## demo$career2  0.021577692  0.0063798765  0.011607548  0.0114981034
## demo$career3 -0.021667218 -0.0238233782 -0.003999896 -0.0247480755
## demo$career4 -0.003145597  0.0168069501 -0.015507264  0.0050421538
## demo$career5  0.029120149  0.0290638895  0.014440712  0.0362779905
## demo$career6 -0.012212848 -0.0062050738 -0.014926372  0.0004498381
## demo$career7 -0.003002450 -0.0246073027  0.002390309 -0.0222319139
## demo$career8  0.048364846  0.0190010792  0.034097487  0.0424883391
##                         50            51           52           53
## (Intercept)   0.0995616726  0.5858576639  0.139791483  0.117331745
## demo$career1  0.0121491948 -0.0152571363 -0.001538995 -0.008307962
## demo$career2 -0.0118503012  0.0180907798  0.015035797  0.005620586
## demo$career3 -0.0293453543  0.0260324086 -0.025250786 -0.016470739
## demo$career4  0.0325258516 -0.0407633996  0.007154890  0.009593852
## demo$career5  0.0297030198 -0.0229083933  0.035746971  0.031027586
## demo$career6  0.0036964997 -0.0017503551 -0.007538701 -0.011597050
## demo$career7 -0.0438999949  0.0383005867 -0.018694221 -0.028564677
## demo$career8 -0.0009262249 -0.0007572705  0.041640067  0.025422215
##                         54            55           56           57           58
## (Intercept)   0.5858576639  1.593696e-01  0.120572348  0.122116887  0.109558444
## demo$career1 -0.0152571363 -1.530740e-02 -0.002184727  0.004602651  0.003435546
## demo$career2  0.0180907798  1.134581e-02 -0.008527781  0.008662913  0.002132384
## demo$career3  0.0260324086 -1.277454e-02 -0.009973650 -0.028211218 -0.025384983
## demo$career4 -0.0407633996  5.928517e-05  0.016441738  0.012251824  0.013948996
## demo$career5 -0.0229083933  2.474007e-02  0.027746111  0.039304329  0.038209380
## demo$career6 -0.0017503551 -1.627722e-02 -0.008697059  0.001074778 -0.003545972
## demo$career7  0.0383005867 -1.442698e-02 -0.029094392 -0.029170491 -0.035656241
## demo$career8 -0.0007572705  3.107099e-02  0.016405304  0.039425114  0.033088678
##                        59            60           61           62           63
## (Intercept)   0.107125617  0.1009006456  0.107125617  0.124931795  0.139791483
## demo$career1  0.023918701 -0.0022917222  0.023918701  0.019834722 -0.001538995
## demo$career2 -0.024922279 -0.0002069233 -0.024922279  0.001785592  0.015035797
## demo$career3 -0.026767660 -0.0194383685 -0.026767660 -0.036887455 -0.025250786
## demo$career4  0.045345491  0.0143441181  0.045345491  0.029354956  0.007154890
## demo$career5  0.021066060  0.0344281302  0.021066060  0.030083418  0.035746971
## demo$career6  0.002880873 -0.0033164735  0.002880873 -0.001539716 -0.007538701
## demo$career7 -0.045388714 -0.0381958422 -0.045388714 -0.033655563 -0.018694221
## demo$career8 -0.010345448  0.0236737931 -0.010345448  0.024051907  0.041640067
##                        64            65           66           67            68
## (Intercept)   0.139791483  0.1009006456  0.107937501  0.114676823  0.1041683070
## demo$career1 -0.001538995 -0.0022917222  0.017924377  0.023869848  0.0189670495
## demo$career2  0.015035797 -0.0002069233 -0.009935447 -0.025286964 -0.0124831649
## demo$career3 -0.025250786 -0.0194383685 -0.035312974 -0.025484772 -0.0331977275
## demo$career4  0.007154890  0.0143441181  0.032616908  0.049625443  0.0398546855
## demo$career5  0.035746971  0.0344281302  0.033255242  0.016916560  0.0240166552
## demo$career6 -0.007538701 -0.0033164735  0.003648813  0.007003349  0.0005022708
## demo$career7 -0.018694221 -0.0381958422 -0.041674037 -0.044337165 -0.0453753673
## demo$career8  0.041640067  0.0236737931  0.007466448 -0.015305741 -0.0027431090
##                         69           70           71           72            73
## (Intercept)   0.1160218562  0.110920072  0.139573672  0.099455750  0.1041683070
## demo$career1  0.0138534164  0.011207346  0.006313793  0.005451237  0.0189670495
## demo$career2 -0.0004523564 -0.019234930 -0.019755940 -0.005457727 -0.0124831649
## demo$career3 -0.0307652723 -0.016359957 -0.015305631 -0.023874749 -0.0331977275
## demo$career4  0.0293465607  0.033802056  0.031497836  0.022742401  0.0398546855
## demo$career5  0.0265495749  0.023886682  0.020283980  0.031556657  0.0240166552
## demo$career6 -0.0013845227  0.004461662 -0.001314122 -0.002466550  0.0005022708
## demo$career7 -0.0361529497 -0.039554599 -0.031115468 -0.040326847 -0.0453753673
## demo$career8  0.0150792350 -0.001915202 -0.011970099  0.011883158 -0.0027431090
##                        74           75           76           77            78
## (Intercept)   0.101060409  0.114676823  0.140019218  0.099455750  0.5858576639
## demo$career1  0.004755513  0.023869848 -0.015303659  0.005451237 -0.0152571363
## demo$career2 -0.006895886 -0.025286964  0.006248626 -0.005457727  0.0180907798
## demo$career3 -0.025183850 -0.025484772 -0.010855424 -0.023874749  0.0260324086
## demo$career4  0.024580605  0.049625443  0.005632492  0.022742401 -0.0407633996
## demo$career5  0.032492585  0.016916560  0.027824077  0.031556657 -0.0229083933
## demo$career6  0.003016278  0.007003349 -0.011763451 -0.002466550 -0.0017503551
## demo$career7 -0.041931506 -0.044337165 -0.023873799 -0.040326847  0.0383005867
## demo$career8  0.010278499 -0.015305741  0.021747704  0.011883158 -0.0007572705
##                         79          80           81            82           83
## (Intercept)   0.1238291756  0.11063069  0.101060409  0.1009006456  0.112993802
## demo$career1  0.0004430074  0.01747213  0.004755513 -0.0022917222  0.009249877
## demo$career2 -0.0117846089 -0.02500855 -0.006895886 -0.0002069233 -0.011942402
## demo$career3 -0.0095267743 -0.02169219 -0.025183850 -0.0194383685 -0.018674652
## demo$career4  0.0144954525  0.04287162  0.024580605  0.0143441181  0.020688258
## demo$career5  0.0282287780  0.02223986  0.032492585  0.0344281302  0.034744681
## demo$career6 -0.0013457790  0.01020116  0.003016278 -0.0033164735 -0.000854835
## demo$career7 -0.0323512198 -0.04294141 -0.041931506 -0.0381958422 -0.036003284
## demo$career8  0.0172135171 -0.01385052  0.010278499  0.0236737931  0.023882224
##                         84           85           86          87          88
## (Intercept)   0.1058147041  0.117331745  0.109558444  0.11063069  0.27347822
## demo$career1  0.0119094143 -0.008307962  0.003435546  0.01747213 -0.01967399
## demo$career2 -0.0076845300  0.005620586  0.002132384 -0.02500855  0.02905774
## demo$career3 -0.0292590231 -0.016470739 -0.025384983 -0.02169219 -0.00438083
## demo$career4  0.0322833993  0.009593852  0.013948996  0.04287162 -0.01741654
## demo$career5  0.0266393710  0.031027586  0.038209380  0.02223986  0.01768226
## demo$career6 -0.0002309504 -0.011597050 -0.003545972  0.01020116 -0.01947577
## demo$career7 -0.0435085080 -0.028564677 -0.035656241 -0.04294141  0.01348796
## demo$career8  0.0081565491  0.025422215  0.033088678 -0.01385052  0.04315945
##                         89           90           91            92
## (Intercept)   0.1041683070  0.161710718  0.104247566  1.028037e-01
## demo$career1  0.0189670495 -0.004752306  0.012585397  1.095316e-02
## demo$career2 -0.0124831649  0.018356856 -0.006276406 -1.867017e-02
## demo$career3 -0.0331977275 -0.025484904 -0.027973998 -1.742962e-02
## demo$career4  0.0398546855  0.004743973  0.030486245  2.892190e-02
## demo$career5  0.0240166552  0.032647995  0.025722734  2.834499e-02
## demo$career6  0.0005022708 -0.011202415 -0.005587703  8.413792e-05
## demo$career7 -0.0453753673 -0.010967107 -0.041941370 -4.049752e-02
## demo$career8 -0.0027431090  0.045062193  0.009723687  3.587861e-03
##                         93            94           95            96
## (Intercept)   0.1433291764  0.1009006456  0.107125617  0.1009006456
## demo$career1  0.0013162797 -0.0022917222  0.023918701 -0.0022917222
## demo$career2  0.0114981034 -0.0002069233 -0.024922279 -0.0002069233
## demo$career3 -0.0247480755 -0.0194383685 -0.026767660 -0.0194383685
## demo$career4  0.0050421538  0.0143441181  0.045345491  0.0143441181
## demo$career5  0.0362779905  0.0344281302  0.021066060  0.0344281302
## demo$career6  0.0004498381 -0.0033164735  0.002880873 -0.0033164735
## demo$career7 -0.0222319139 -0.0381958422 -0.045388714 -0.0381958422
## demo$career8  0.0424883391  0.0236737931 -0.010345448  0.0236737931
##                         97           98           99          100          101
## (Intercept)   0.0995616726  0.347197840  0.122116887  0.114676823  0.099455750
## demo$career1  0.0121491948 -0.023529057  0.004602651  0.023869848  0.005451237
## demo$career2 -0.0118503012  0.023453041  0.008662913 -0.025286964 -0.005457727
## demo$career3 -0.0293453543  0.003865930 -0.028211218 -0.025484772 -0.023874749
## demo$career4  0.0325258516 -0.023216282  0.012251824  0.049625443  0.022742401
## demo$career5  0.0297030198  0.006194336  0.039304329  0.016916560  0.031556657
## demo$career6  0.0036964997 -0.011161788  0.001074778  0.007003349 -0.002466550
## demo$career7 -0.0438999949  0.020820335 -0.029170491 -0.044337165 -0.040326847
## demo$career8 -0.0009262249  0.036132875  0.039425114 -0.015305741  0.011883158
##                       102           103          104          105          106
## (Intercept)   0.114676823  0.1262554587  0.109558444  0.114676823  0.429156028
## demo$career1  0.023869848  0.0048212894  0.003435546  0.023869848 -0.021518446
## demo$career2 -0.025286964  0.0009186043  0.002132384 -0.025286964  0.017873704
## demo$career3 -0.025484772 -0.0284877551 -0.025384983 -0.025484772  0.015301385
## demo$career4  0.049625443  0.0199691282  0.013948996  0.049625443 -0.032410637
## demo$career5  0.016916560  0.0328092420  0.038209380  0.016916560 -0.002516038
## demo$career6  0.007003349 -0.0051757566 -0.003545972  0.007003349 -0.017544867
## demo$career7 -0.044337165 -0.0299792334 -0.035656241 -0.044337165  0.030892134
## demo$career8 -0.015305741  0.0207720057  0.033088678 -0.015305741  0.028431855
##                        107          108          109          110          111
## (Intercept)   0.1041683070  0.130095225  0.480412895  0.101060409  0.101060409
## demo$career1  0.0189670495 -0.007466972 -0.019675886  0.004755513  0.004755513
## demo$career2 -0.0124831649  0.012227847  0.028856109 -0.006895886 -0.006895886
## demo$career3 -0.0331977275 -0.019073011  0.015809139 -0.025183850 -0.025183850
## demo$career4  0.0398546855  0.007782289 -0.037426541  0.024580605  0.024580605
## demo$career5  0.0240166552  0.031929435 -0.010155306  0.032492585  0.032492585
## demo$career6  0.0005022708 -0.007196600 -0.009141973  0.003016278  0.003016278
## demo$career7 -0.0453753673 -0.021886314  0.030494257 -0.041931506 -0.041931506
## demo$career8 -0.0027431090  0.031559237  0.017435924  0.010278499  0.010278499
##                       112          113          114           115          116
## (Intercept)   0.102757350  0.114676823  0.101060409  0.5858576639  0.114676823
## demo$career1  0.017371269  0.023869848  0.004755513 -0.0152571363  0.023869848
## demo$career2 -0.024605319 -0.025286964 -0.006895886  0.0180907798 -0.025286964
## demo$career3 -0.022888894 -0.025484772 -0.025183850  0.0260324086 -0.025484772
## demo$career4  0.038324949  0.049625443  0.024580605 -0.0407633996  0.049625443
## demo$career5  0.026581626  0.016916560  0.032492585 -0.0229083933  0.016916560
## demo$career6  0.006054335  0.007003349  0.003016278 -0.0017503551  0.007003349
## demo$career7 -0.043964411 -0.044337165 -0.041931506  0.0383005867 -0.044337165
## demo$career8 -0.008743219 -0.015305741  0.010278499 -0.0007572705 -0.015305741
##                       117          118          119          120          121
## (Intercept)   0.114676823  0.117331745  0.126548597  0.113014731  0.112718279
## demo$career1  0.023869848 -0.008307962 -0.002579923 -0.001322072  0.003974567
## demo$career2 -0.025286964  0.005620586  0.008175976  0.006091446 -0.014588105
## demo$career3 -0.025484772 -0.016470739 -0.022463320 -0.022080465 -0.012039174
## demo$career4  0.049625443  0.009593852  0.009046103  0.012713020  0.026094236
## demo$career5  0.016916560  0.031027586  0.034770213  0.035441051  0.026504407
## demo$career6  0.007003349 -0.011597050 -0.012059939  0.001178375  0.003810641
## demo$career7 -0.044337165 -0.028564677 -0.025665693 -0.031969671 -0.037556384
## demo$career8 -0.015305741  0.025422215  0.035105865  0.029632391  0.009009107
##                       122          123           124          125          126
## (Intercept)   0.114676823  0.114676823  0.1009006456  0.164153289  0.112451403
## demo$career1  0.023869848  0.023869848 -0.0022917222 -0.008747617  0.010550051
## demo$career2 -0.025286964 -0.025286964 -0.0002069233  0.015914285 -0.020614239
## demo$career3 -0.025484772 -0.025484772 -0.0194383685 -0.019459733 -0.017621723
## demo$career4  0.049625443  0.049625443  0.0143441181  0.002863178  0.035559956
## demo$career5  0.016916560  0.016916560  0.0344281302  0.032402994  0.024784800
## demo$career6  0.007003349  0.007003349 -0.0033164735 -0.007584380  0.009698007
## demo$career7 -0.044337165 -0.044337165 -0.0381958422 -0.013409678 -0.041085930
## demo$career8 -0.015305741 -0.015305741  0.0236737931  0.038115118 -0.003446533
##                       127          128          129          130           131
## (Intercept)   0.151430029  0.409653128  0.114676823  0.114676823  0.2142736924
## demo$career1 -0.002296838 -0.016342204  0.023869848  0.023869848 -0.0096547989
## demo$career2  0.007445834  0.003198396 -0.025286964 -0.025286964  0.0202128402
## demo$career3 -0.018236552  0.010631011 -0.025484772 -0.025484772 -0.0177057913
## demo$career4  0.004677997 -0.025805015  0.049625443  0.049625443 -0.0081635182
## demo$career5  0.031611537 -0.003203894  0.016916560  0.016916560  0.0243978586
## demo$career6 -0.016613144 -0.012970475  0.007003349  0.007003349 -0.0109369847
## demo$career7 -0.022169501  0.013454018 -0.044337165 -0.044337165  0.0007551126
## demo$career8  0.034506026  0.015547443 -0.015305741 -0.015305741  0.0470563666
##                       132          133          134          135          136
## (Intercept)   0.104377668  0.114676823  0.113862360  0.104377668  0.099455750
## demo$career1  0.003532537  0.023869848  0.012145831  0.003532537  0.005451237
## demo$career2 -0.013876149 -0.025286964 -0.008492085 -0.013876149 -0.005457727
## demo$career3 -0.012990522 -0.025484772 -0.027930557 -0.012990522 -0.023874749
## demo$career4  0.020893339  0.049625443  0.037089693  0.020893339  0.022742401
## demo$career5  0.031103033  0.016916560  0.022219829  0.031103033  0.031556657
## demo$career6 -0.000688947  0.007003349  0.004145943 -0.000688947 -0.002466550
## demo$career7 -0.038446044 -0.044337165 -0.042496887 -0.038446044 -0.040326847
## demo$career8  0.014902250 -0.015305741  0.002553578  0.014902250  0.011883158
##                       137          138           139          140          141
## (Intercept)   0.114676823  0.099455750  1.112548e-01  0.107125617  0.115420050
## demo$career1  0.023869848  0.005451237  1.670140e-02  0.023918701  0.029676505
## demo$career2 -0.025286964 -0.005457727 -1.691571e-02 -0.024922279 -0.023423872
## demo$career3 -0.025484772 -0.023874749 -2.311965e-02 -0.026767660 -0.032460010
## demo$career4  0.049625443  0.022742401  2.892964e-02  0.045345491  0.045750437
## demo$career5  0.016916560  0.031556657  3.186569e-02  0.021066060  0.024311732
## demo$career6  0.007003349 -0.002466550 -5.641141e-05  0.002880873  0.002815526
## demo$career7 -0.044337165 -0.040326847 -3.818857e-02 -0.045388714 -0.043338073
## demo$career8 -0.015305741  0.011883158  1.209020e-02 -0.010345448 -0.002539210
##                        142           143          144          145          146
## (Intercept)   0.1009006456  0.1110805377  0.102757350  0.199694109  0.104247566
## demo$career1 -0.0022917222  0.0231223260  0.017371269 -0.022411173  0.012585397
## demo$career2 -0.0002069233 -0.0230436520 -0.024605319  0.019374591 -0.006276406
## demo$career3 -0.0194383685 -0.0285989308 -0.022888894 -0.009057718 -0.027973998
## demo$career4  0.0143441181  0.0385638121  0.038324949 -0.006853929  0.030486245
## demo$career5  0.0344281302  0.0300049040  0.026581626  0.021606158  0.025722734
## demo$career6 -0.0033164735  0.0060572175  0.006054335 -0.011886120 -0.005587703
## demo$career7 -0.0381958422 -0.0418134178 -0.043964411 -0.001091125 -0.041941370
## demo$career8  0.0236737931 -0.0007207033 -0.008743219  0.033813929  0.009723687
##                       147           148           149          150          151
## (Intercept)   0.112331029  0.4335226465  0.5858576639  0.111226290  0.120677093
## demo$career1  0.012803127 -0.0148316782 -0.0152571363  0.013405995 -0.005608518
## demo$career2 -0.007112776  0.0038917004  0.0180907798 -0.006149915  0.002275238
## demo$career3 -0.026668790  0.0109347666  0.0260324086 -0.032167655 -0.016006563
## demo$career4  0.035331793 -0.0296443032 -0.0407633996  0.031433278  0.007595078
## demo$career5  0.021321711 -0.0007373751 -0.0229083933  0.030621286  0.031525378
## demo$career6 -0.001090403 -0.0106614864 -0.0017503551  0.008117577 -0.004044962
## demo$career7 -0.040965556  0.0265255155  0.0383005867 -0.038160105 -0.031910025
## demo$career8  0.004084909  0.0240652359 -0.0007572705  0.004177659  0.026243534
##                       152          153           154          155          156
## (Intercept)   0.114676823  0.139791483  0.1009006456  0.115111643  0.114676823
## demo$career1  0.023869848 -0.001538995 -0.0022917222  0.017887489  0.023869848
## demo$career2 -0.025286964  0.015035797 -0.0002069233 -0.019666569 -0.025286964
## demo$career3 -0.025484772 -0.025250786 -0.0194383685 -0.020378964 -0.025484772
## demo$career4  0.049625443  0.007154890  0.0143441181  0.040920130  0.049625443
## demo$career5  0.016916560  0.035746971  0.0344281302  0.018430642  0.016916560
## demo$career6  0.007003349 -0.007538701 -0.0033164735  0.001324080  0.007003349
## demo$career7 -0.044337165 -0.018694221 -0.0381958422 -0.041073153 -0.044337165
## demo$career8 -0.015305741  0.041640067  0.0236737931 -0.003670604 -0.015305741
##                       157          158          159          160          161
## (Intercept)   0.114676823  0.114676823  0.123549425  0.115735389  0.109558444
## demo$career1  0.023869848  0.023869848  0.020380682  0.020346958  0.003435546
## demo$career2 -0.025286964 -0.025286964 -0.007760347 -0.006945590  0.002132384
## demo$career3 -0.025484772 -0.025484772 -0.034580830 -0.036071975 -0.025384983
## demo$career4  0.049625443  0.049625443  0.043616515  0.038969147  0.013948996
## demo$career5  0.016916560  0.016916560  0.020432694  0.024811114  0.038209380
## demo$career6  0.007003349  0.007003349  0.008986128  0.004736384 -0.003545972
## demo$career7 -0.044337165 -0.044337165 -0.038894914 -0.039823750 -0.035656241
## demo$career8 -0.015305741 -0.015305741 -0.003257518  0.002204119  0.033088678
##                       162          163          164          165          166
## (Intercept)   0.102757350  0.112010226  0.219862636  0.121938445  0.114676823
## demo$career1  0.017371269  0.019033047 -0.011501611  0.011807180  0.023869848
## demo$career2 -0.024605319 -0.013146349  0.021616903  0.001389464 -0.025286964
## demo$career3 -0.022888894 -0.031775783 -0.009654888 -0.034097481 -0.025484772
## demo$career4  0.038324949  0.044368248 -0.005173359  0.023088296  0.049625443
## demo$career5  0.026581626  0.019729727  0.026075950  0.037222706  0.016916560
## demo$career6  0.006054335  0.004763941 -0.013920470  0.007599669  0.007003349
## demo$career7 -0.043964411 -0.044320943 -0.004833831 -0.033384227 -0.044337165
## demo$career8 -0.008743219 -0.007980254  0.036705518  0.024982182 -0.015305741
##                       167          168           169          170          171
## (Intercept)   0.114676823  0.165353148  0.0995616726  0.126548597  0.147881830
## demo$career1  0.023869848 -0.001812173  0.0121491948 -0.002579923 -0.006074390
## demo$career2 -0.025286964  0.014714427 -0.0118503012  0.008175976  0.010994032
## demo$career3 -0.025484772 -0.024960667 -0.0293453543 -0.022463320 -0.018855021
## demo$career4  0.049625443  0.002569236  0.0325258516  0.009046103  0.001744826
## demo$career5  0.016916560  0.033197316  0.0297030198  0.034770213  0.031616404
## demo$career6  0.007003349 -0.002976157  0.0036964997 -0.012059939 -0.013064946
## demo$career7 -0.044337165 -0.014609537 -0.0438999949 -0.025665693 -0.018621303
## demo$career8 -0.015305741  0.045924268 -0.0009262249  0.035105865  0.038054225
##                        172          173          174           175          176
## (Intercept)   1.467364e-01  0.122116887  0.114676823  0.1041683070  0.136249763
## demo$career1  2.245227e-03  0.004602651  0.023869848  0.0189670495  0.003642354
## demo$career2  1.424468e-02  0.008662913 -0.025286964 -0.0124831649  0.004037654
## demo$career3 -2.398868e-02 -0.028211218 -0.025484772 -0.0331977275 -0.023990163
## demo$career4  9.749239e-03  0.012251824  0.049625443  0.0398546855  0.021178106
## demo$career5  3.721115e-02  0.039304329  0.016916560  0.0240166552  0.031429741
## demo$career6 -1.625716e-05  0.001074778  0.007003349  0.0005022708  0.006685786
## demo$career7 -2.563919e-02 -0.029170491 -0.044337165 -0.0453753673 -0.032830681
## demo$career8  3.908107e-02  0.039425114 -0.015305741 -0.0027431090  0.014944368
##                        177           178           179          180
## (Intercept)   0.3852998123  0.1009006456  0.1009006456  0.112993802
## demo$career1 -0.0233752835 -0.0022917222 -0.0022917222  0.009249877
## demo$career2  0.0224235070 -0.0002069233 -0.0002069233 -0.011942402
## demo$career3  0.0108866256 -0.0194383685 -0.0194383685 -0.018674652
## demo$career4 -0.0301739917  0.0143441181  0.0143441181  0.020688258
## demo$career5  0.0002150598  0.0344281302  0.0344281302  0.034744681
## demo$career6 -0.0169776345 -0.0033164735 -0.0033164735 -0.000854835
## demo$career7  0.0272253231 -0.0381958422 -0.0381958422 -0.036003284
## demo$career8  0.0341536323  0.0236737931  0.0236737931  0.023882224
##                       181          182          183          184          185
## (Intercept)   0.114676823  0.147881830  0.099455750  0.114676823  0.114676823
## demo$career1  0.023869848 -0.006074390  0.005451237  0.023869848  0.023869848
## demo$career2 -0.025286964  0.010994032 -0.005457727 -0.025286964 -0.025286964
## demo$career3 -0.025484772 -0.018855021 -0.023874749 -0.025484772 -0.025484772
## demo$career4  0.049625443  0.001744826  0.022742401  0.049625443  0.049625443
## demo$career5  0.016916560  0.031616404  0.031556657  0.016916560  0.016916560
## demo$career6  0.007003349 -0.013064946 -0.002466550  0.007003349  0.007003349
## demo$career7 -0.044337165 -0.018621303 -0.040326847 -0.044337165 -0.044337165
## demo$career8 -0.015305741  0.038054225  0.011883158 -0.015305741 -0.015305741
##                       186           187           188          189          190
## (Intercept)   0.241872391  0.1299874230  0.1009006456  0.102757350  0.114676823
## demo$career1 -0.016318878  0.0001952518 -0.0022917222  0.017371269  0.023869848
## demo$career2  0.021994138  0.0047371495 -0.0002069233 -0.024605319 -0.025286964
## demo$career3 -0.010113701 -0.0219805776 -0.0194383685 -0.022888894 -0.025484772
## demo$career4 -0.013585559  0.0069919276  0.0143441181  0.038324949  0.049625443
## demo$career5  0.021126748  0.0352840913  0.0344281302  0.026581626  0.016916560
## demo$career6 -0.017538705 -0.0042957578 -0.0033164735  0.006054335  0.007003349
## demo$career7  0.008085196 -0.0291045189 -0.0381958422 -0.043964411 -0.044337165
## demo$career8  0.043958459  0.0359405432  0.0236737931 -0.008743219 -0.015305741
##                       191          192          193          194           195
## (Intercept)   0.532094630  0.107937501  0.114676823  0.114676823  0.1009006456
## demo$career1 -0.016088406  0.017924377  0.023869848  0.023869848 -0.0022917222
## demo$career2  0.022985897 -0.009935447 -0.025286964 -0.025286964 -0.0002069233
## demo$career3  0.019784150 -0.035312974 -0.025484772 -0.025484772 -0.0194383685
## demo$career4 -0.040177298  0.032616908  0.049625443  0.049625443  0.0143441181
## demo$career5 -0.015086293  0.033255242  0.016916560  0.016916560  0.0344281302
## demo$career6 -0.003043319  0.003648813  0.007003349  0.007003349 -0.0033164735
## demo$career7  0.033374667 -0.041674037 -0.044337165 -0.044337165 -0.0381958422
## demo$career8  0.008238774  0.007466448 -0.015305741 -0.015305741  0.0236737931
##                       196           197          198          199          200
## (Intercept)   0.117331745  0.1009006456  0.185010917  0.112010226  0.114676823
## demo$career1 -0.008307962 -0.0022917222 -0.008493354  0.019033047  0.023869848
## demo$career2  0.005620586 -0.0002069233  0.021577692 -0.013146349 -0.025286964
## demo$career3 -0.016470739 -0.0194383685 -0.021667218 -0.031775783 -0.025484772
## demo$career4  0.009593852  0.0143441181 -0.003145597  0.044368248  0.049625443
## demo$career5  0.031027586  0.0344281302  0.029120149  0.019729727  0.016916560
## demo$career6 -0.011597050 -0.0033164735 -0.012212848  0.004763941  0.007003349
## demo$career7 -0.028564677 -0.0381958422 -0.003002450 -0.044320943 -0.044337165
## demo$career8  0.025422215  0.0236737931  0.048364846 -0.007980254 -0.015305741
##                        201          202          203          204          205
## (Intercept)   0.1668559202  0.112718279  0.112718279  0.114676823  0.112718279
## demo$career1  0.0008637172  0.003974567  0.003974567  0.023869848  0.003974567
## demo$career2  0.0090492131 -0.014588105 -0.014588105 -0.025286964 -0.014588105
## demo$career3 -0.0223109737 -0.012039174 -0.012039174 -0.025484772 -0.012039174
## demo$career4  0.0183476829  0.026094236  0.026094236  0.049625443  0.026094236
## demo$career5  0.0185708574  0.026504407  0.026504407  0.016916560  0.026504407
## demo$career6 -0.0012493560  0.003810641  0.003810641  0.007003349  0.003810641
## demo$career7 -0.0201325827 -0.037556384 -0.037556384 -0.044337165 -0.037556384
## demo$career8  0.0258321506  0.009009107  0.009009107 -0.015305741  0.009009107
##                        206          207          208           209          210
## (Intercept)   0.5858576639  0.114676823  0.104247566  1.887999e-01  0.153643289
## demo$career1 -0.0152571363  0.023869848  0.012585397 -4.430388e-03 -0.014637196
## demo$career2  0.0180907798 -0.025286964 -0.006276406  1.778866e-02  0.013023500
## demo$career3  0.0260324086 -0.025484772 -0.027973998 -2.101180e-02 -0.013327306
## demo$career4 -0.0407633996  0.049625443  0.030486245 -2.915348e-05  0.003648510
## demo$career5 -0.0229083933  0.016916560  0.025722734  2.911935e-02  0.028620973
## demo$career6 -0.0017503551  0.007003349 -0.005587703 -1.600188e-02 -0.007232696
## demo$career7  0.0383005867 -0.044337165 -0.041941370 -6.791476e-03 -0.016863965
## demo$career8 -0.0007572705 -0.015305741  0.009723687  4.457582e-02  0.027906801
##                      211          212           213          214          215
## (Intercept)   0.10959776  0.112993802  0.1433291764  0.133426419  0.104377668
## demo$career1  0.01050103  0.009249877  0.0013162797  0.003844840  0.003532537
## demo$career2 -0.00479401 -0.011942402  0.0114981034  0.001298153 -0.013876149
## demo$career3 -0.03115882 -0.018674652 -0.0247480755 -0.021379170 -0.012990522
## demo$career4  0.02446278  0.020688258  0.0050421538  0.009841377  0.020893339
## demo$career5  0.03616725  0.034744681  0.0362779905  0.035277617  0.031103033
## demo$career6  0.00294812 -0.000854835  0.0004498381 -0.007734754 -0.000688947
## demo$career7 -0.03957588 -0.036003284 -0.0222319139 -0.032543515 -0.038446044
## demo$career8  0.01914335  0.023882224  0.0424883391  0.032501547  0.014902250
##                       216          217          218          219          220
## (Intercept)   0.438005578  0.182222966  0.104377668  0.114676823  0.114676823
## demo$career1 -0.011970011 -0.013656883  0.003532537  0.023869848  0.023869848
## demo$career2  0.028254923  0.009995969 -0.013876149 -0.025286964 -0.025286964
## demo$career3  0.006451835 -0.011017261 -0.012990522 -0.025484772 -0.025484772
## demo$career4 -0.028152847  0.002683584  0.020893339  0.049625443  0.049625443
## demo$career5 -0.005702856  0.027887047  0.031103033  0.016916560  0.016916560
## demo$career6 -0.008894418 -0.007511238 -0.000688947  0.007003349  0.007003349
## demo$career7  0.022042584 -0.015353986 -0.038446044 -0.044337165 -0.044337165
## demo$career8  0.025329431  0.024675071  0.014902250 -0.015305741 -0.015305741
##                       221          222          223          224          225
## (Intercept)   0.114676823  0.114676823  0.114676823  0.532094630  0.344689436
## demo$career1  0.023869848  0.023869848  0.023869848 -0.016088406 -0.022947172
## demo$career2 -0.025286964 -0.025286964 -0.025286964  0.022985897  0.025961445
## demo$career3 -0.025484772 -0.025484772 -0.025484772  0.019784150  0.006374333
## demo$career4  0.049625443  0.049625443  0.049625443 -0.040177298 -0.029526365
## demo$career5  0.016916560  0.016916560  0.016916560 -0.015086293  0.005121273
## demo$career6  0.007003349  0.007003349  0.007003349 -0.003043319 -0.016902543
## demo$career7 -0.044337165 -0.044337165 -0.044337165  0.033374667  0.023328739
## demo$career8 -0.015305741 -0.015305741 -0.015305741  0.008238774  0.038641279
##                       226           227          228           229          230
## (Intercept)   0.122116887  0.1369975682  0.099455750  0.1009006456  0.107125617
## demo$career1  0.004602651  0.0005399496  0.005451237 -0.0022917222  0.023918701
## demo$career2  0.008662913 -0.0062719945 -0.005457727 -0.0002069233 -0.024922279
## demo$career3 -0.028211218 -0.0218196474 -0.023874749 -0.0194383685 -0.026767660
## demo$career4  0.012251824  0.0252114327  0.022742401  0.0143441181  0.045345491
## demo$career5  0.039304329  0.0233401684  0.031556657  0.0344281302  0.021066060
## demo$career6  0.001074778 -0.0039655352 -0.002466550 -0.0033164735  0.002880873
## demo$career7 -0.029170491 -0.0306837422 -0.040326847 -0.0381958422 -0.045388714
## demo$career8  0.039425114 -0.0038865441  0.011883158  0.0236737931 -0.010345448
##                       231          232          233           234           235
## (Intercept)   0.388524094  0.114676823  0.117331745  0.0995616726  0.5858576639
## demo$career1 -0.017866498  0.023869848 -0.008307962  0.0121491948 -0.0152571363
## demo$career2  0.010149452 -0.025286964  0.005620586 -0.0118503012  0.0180907798
## demo$career3  0.007662344 -0.025484772 -0.016470739 -0.0293453543  0.0260324086
## demo$career4 -0.027466041  0.049625443  0.009593852  0.0325258516 -0.0407633996
## demo$career5  0.002811368  0.016916560  0.031027586  0.0297030198 -0.0229083933
## demo$career6 -0.015440011  0.007003349 -0.011597050  0.0036964997 -0.0017503551
## demo$career7  0.024001042 -0.044337165 -0.028564677 -0.0438999949  0.0383005867
## demo$career8  0.030929351 -0.015305741  0.025422215 -0.0009262249 -0.0007572705
##                        236          237           238          239          240
## (Intercept)   0.1009006456  0.107125617  0.0995616726  0.330253797  0.385802330
## demo$career1 -0.0022917222  0.023918701  0.0121491948 -0.028436930 -0.021341089
## demo$career2 -0.0002069233 -0.024922279 -0.0118503012  0.019381639  0.021920989
## demo$career3 -0.0194383685 -0.026767660 -0.0293453543  0.009475388  0.010384108
## demo$career4  0.0143441181  0.045345491  0.0325258516 -0.022683652 -0.031786535
## demo$career5  0.0344281302  0.021066060  0.0297030198  0.005530387  0.002808517
## demo$career6 -0.0033164735  0.002880873  0.0036964997 -0.011167216 -0.017480153
## demo$career7 -0.0381958422 -0.045388714 -0.0438999949  0.014774251  0.026722805
## demo$career8  0.0236737931 -0.010345448 -0.0009262249  0.024221438  0.033651114
##                        241          242           243          244          245
## (Intercept)   0.1009006456  0.117331745  0.1009006456  0.114676823  0.173950526
## demo$career1 -0.0022917222 -0.008307962 -0.0022917222  0.023869848 -0.005847673
## demo$career2 -0.0002069233  0.005620586 -0.0002069233 -0.025286964  0.010275053
## demo$career3 -0.0194383685 -0.016470739 -0.0194383685 -0.025484772 -0.014364192
## demo$career4  0.0143441181  0.009593852  0.0143441181  0.049625443 -0.002971875
## demo$career5  0.0344281302  0.031027586  0.0344281302  0.016916560  0.028223116
## demo$career6 -0.0033164735 -0.011597050 -0.0033164735  0.007003349 -0.017780340
## demo$career7 -0.0381958422 -0.028564677 -0.0381958422 -0.044337165 -0.014803553
## demo$career8  0.0236737931  0.025422215  0.0236737931 -0.015305741  0.037452015
##                       246          247          248          249         250
## (Intercept)   0.113014731  0.347197840  0.147637378  0.104377668  0.11063069
## demo$career1 -0.001322072 -0.023529057 -0.005748238  0.003532537  0.01747213
## demo$career2  0.006091446  0.023453041  0.011238485 -0.013876149 -0.02500855
## demo$career3 -0.022080465  0.003865930 -0.022650972 -0.012990522 -0.02169219
## demo$career4  0.012713020 -0.023216282  0.006762193  0.020893339  0.04287162
## demo$career5  0.035441051  0.006194336  0.031787749  0.031103033  0.02223986
## demo$career6  0.001178375 -0.011161788 -0.015761669 -0.000688947  0.01020116
## demo$career7 -0.031969671  0.020820335 -0.018376850 -0.038446044 -0.04294141
## demo$career8  0.029632391  0.036132875  0.038298677  0.014902250 -0.01385052
##                        251          252           253          254
## (Intercept)   0.1110805377  0.107937501  0.1009006456  0.107125617
## demo$career1  0.0231223260  0.017924377 -0.0022917222  0.023918701
## demo$career2 -0.0230436520 -0.009935447 -0.0002069233 -0.024922279
## demo$career3 -0.0285989308 -0.035312974 -0.0194383685 -0.026767660
## demo$career4  0.0385638121  0.032616908  0.0143441181  0.045345491
## demo$career5  0.0300049040  0.033255242  0.0344281302  0.021066060
## demo$career6  0.0060572175  0.003648813 -0.0033164735  0.002880873
## demo$career7 -0.0418134178 -0.041674037 -0.0381958422 -0.045388714
## demo$career8 -0.0007207033  0.007466448  0.0236737931 -0.010345448
##                        255          256           257           258
## (Intercept)   0.1009006456  0.122116887  0.0995616726  0.1197669699
## demo$career1 -0.0022917222  0.004602651  0.0121491948  0.0069583089
## demo$career2 -0.0002069233  0.008662913 -0.0118503012 -0.0005344664
## demo$career3 -0.0194383685 -0.028211218 -0.0293453543 -0.0253389154
## demo$career4  0.0143441181  0.012251824  0.0325258516  0.0267018251
## demo$career5  0.0344281302  0.039304329  0.0297030198  0.0277988496
## demo$career6 -0.0033164735  0.001074778  0.0036964997  0.0064479334
## demo$career7 -0.0381958422 -0.029170491 -0.0438999949 -0.0335488570
## demo$career8  0.0236737931  0.039425114 -0.0009262249  0.0113341214
##                        259           260          261          262         263
## (Intercept)   0.1110805377  0.3899242857  0.104247566  0.211880284  0.27347822
## demo$career1  0.0231223260 -0.0241277030  0.012585397 -0.016369270 -0.01967399
## demo$career2 -0.0230436520  0.0268488074 -0.006276406  0.022606248  0.02905774
## demo$career3 -0.0285989308  0.0062621522 -0.027973998 -0.015312383 -0.00438083
## demo$career4  0.0385638121 -0.0257952169  0.030486245 -0.008056911 -0.01741654
## demo$career5  0.0300049040  0.0007953597  0.025722734  0.025253333  0.01768226
## demo$career6  0.0060572175 -0.0071116964 -0.005587703 -0.012389730 -0.01947577
## demo$career7 -0.0418134178  0.0226008497 -0.041941370  0.003148521  0.01348796
## demo$career8 -0.0007207033  0.0295291589  0.009723687  0.044687870  0.04315945
##                       264          265          266          267          268
## (Intercept)   0.430152994  0.347197840  0.114676823  0.109558444  0.120677093
## demo$career1 -0.020663560 -0.023529057  0.023869848  0.003435546 -0.005608518
## demo$career2  0.016876737  0.023453041 -0.025286964  0.002132384  0.002275238
## demo$career3  0.014304419  0.003865930 -0.025484772 -0.025384983 -0.016006563
## demo$career4 -0.032536755 -0.023216282  0.049625443  0.013948996  0.007595078
## demo$career5 -0.003513005  0.006194336  0.016916560  0.038209380  0.031525378
## demo$career6 -0.012291834 -0.011161788  0.007003349 -0.003545972 -0.004044962
## demo$career7  0.029895168  0.020820335 -0.044337165 -0.035656241 -0.031910025
## demo$career8  0.027434888  0.036132875 -0.015305741  0.033088678  0.026243534
##                       269          270           271          272           273
## (Intercept)   0.104247566  0.109601088  0.1041683070  0.274522978  0.1041683070
## demo$career1  0.012585397 -0.001692174  0.0189670495 -0.017803567  0.0189670495
## demo$career2 -0.006276406 -0.001280437 -0.0124831649  0.020320679 -0.0124831649
## demo$career3 -0.027973998 -0.018355110 -0.0331977275 -0.005425583 -0.0331977275
## demo$career4  0.030486245  0.019849152  0.0398546855 -0.018784889  0.0398546855
## demo$career5  0.025722734  0.029670148  0.0240166552  0.015480101  0.0240166552
## demo$career6 -0.005587703  0.001346634  0.0005022708 -0.016353855  0.0005022708
## demo$career7 -0.041941370 -0.037320258 -0.0453753673  0.012443209 -0.0453753673
## demo$career8  0.009723687  0.017434962 -0.0027431090  0.042114697 -0.0027431090
##                       274           275          276           277          278
## (Intercept)   0.114676823  0.1129682063  0.099455750  0.1009006456  0.114676823
## demo$career1  0.023869848  0.0058661325  0.005451237 -0.0022917222  0.023869848
## demo$career2 -0.025286964 -0.0009236397 -0.005457727 -0.0002069233 -0.025286964
## demo$career3 -0.025484772 -0.0279358685 -0.023874749 -0.0194383685 -0.025484772
## demo$career4  0.049625443  0.0232535167  0.022742401  0.0143441181  0.049625443
## demo$career5  0.016916560  0.0334677739  0.031556657  0.0344281302  0.016916560
## demo$career6  0.007003349  0.0075411471 -0.002466550 -0.0033164735  0.007003349
## demo$career7 -0.044337165 -0.0359776887 -0.040326847 -0.0381958422 -0.044337165
## demo$career8 -0.015305741  0.0157728990  0.011883158  0.0236737931 -0.015305741
##                       279          280          281           282          283
## (Intercept)   0.112733067  0.477117022  0.112718279  0.5858576639  0.114676823
## demo$career1  0.018371798 -0.018353367  0.003974567 -0.0152571363  0.023869848
## demo$career2 -0.004237888  0.011639161 -0.014588105  0.0180907798 -0.025286964
## demo$career3 -0.033910591  0.019105012 -0.012039174  0.0260324086 -0.025484772
## demo$career4  0.030530191 -0.034858545  0.026094236 -0.0407633996  0.049625443
## demo$career5  0.029183531 -0.006641568  0.026504407 -0.0229083933  0.016916560
## demo$career6 -0.005853287 -0.012512767  0.003810641 -0.0017503551  0.007003349
## demo$career7 -0.039666881  0.033790129 -0.037556384  0.0383005867 -0.044337165
## demo$career8  0.018368024  0.020731796  0.009009107 -0.0007572705 -0.015305741
##                       284          285          286          287          288
## (Intercept)   0.114676823  0.107125617  0.114676823  0.122116887  0.114676823
## demo$career1  0.023869848  0.023918701  0.023869848  0.004602651  0.023869848
## demo$career2 -0.025286964 -0.024922279 -0.025286964  0.008662913 -0.025286964
## demo$career3 -0.025484772 -0.026767660 -0.025484772 -0.028211218 -0.025484772
## demo$career4  0.049625443  0.045345491  0.049625443  0.012251824  0.049625443
## demo$career5  0.016916560  0.021066060  0.016916560  0.039304329  0.016916560
## demo$career6  0.007003349  0.002880873  0.007003349  0.001074778  0.007003349
## demo$career7 -0.044337165 -0.045388714 -0.044337165 -0.029170491 -0.044337165
## demo$career8 -0.015305741 -0.010345448 -0.015305741  0.039425114 -0.015305741
##                       289          290          291          292          293
## (Intercept)   0.109558444  0.109601088  0.114676823  0.107338479  0.112010226
## demo$career1  0.003435546 -0.001692174  0.023869848  0.017796795  0.019033047
## demo$career2  0.002132384 -0.001280437 -0.025286964 -0.019149841 -0.013146349
## demo$career3 -0.025384983 -0.018355110 -0.025484772 -0.021547229 -0.031775783
## demo$career4  0.013948996  0.019849152  0.049625443  0.036330374  0.044368248
## demo$career5  0.038209380  0.029670148  0.016916560  0.022688750  0.019729727
## demo$career6 -0.003545972  0.001346634  0.007003349 -0.003021743  0.004763941
## demo$career7 -0.035656241 -0.037320258 -0.044337165 -0.042052033 -0.044320943
## demo$career8  0.033088678  0.017434962 -0.015305741  0.001666391 -0.007980254
##                       294          295          296          297           298
## (Intercept)   0.113014731  0.114676823  0.161489184  0.115420050  0.3872949026
## demo$career1 -0.001322072  0.023869848 -0.018846439  0.029676505 -0.0235250196
## demo$career2  0.006091446 -0.025286964  0.009226189 -0.023423872  0.0294781905
## demo$career3 -0.022080465 -0.025484772 -0.010727491 -0.032460010  0.0088915354
## demo$career4  0.012713020  0.049625443  0.003255812  0.045750437 -0.0324527387
## demo$career5  0.035441051  0.016916560  0.024661751  0.024311732 -0.0003180421
## demo$career6  0.001178375  0.007003349 -0.015455664  0.002815526 -0.0130903718
## demo$career7 -0.031969671 -0.044337165 -0.016546594 -0.043338073  0.0252302329
## demo$career8  0.029632391 -0.015305741  0.024565411 -0.002539210  0.0321585420
##                       299          300          301          302          303
## (Intercept)   0.129750421  0.114676823  0.107125617  0.114676823  0.102757350
## demo$career1  0.000509214  0.023869848  0.023918701  0.023869848  0.017371269
## demo$career2  0.004974152 -0.025286964 -0.024922279 -0.025286964 -0.024605319
## demo$career3 -0.025665144 -0.025484772 -0.026767660 -0.025484772 -0.022888894
## demo$career4  0.011866616  0.049625443  0.045345491  0.049625443  0.038324949
## demo$career5  0.035452139  0.016916560  0.021066060  0.016916560  0.026581626
## demo$career6 -0.006915899  0.007003349  0.002880873  0.007003349  0.006054335
## demo$career7 -0.028867517 -0.044337165 -0.045388714 -0.044337165 -0.043964411
## demo$career8  0.036177545 -0.015305741 -0.010345448 -0.015305741 -0.008743219
##                       304          305          306          307          308
## (Intercept)   0.104377668  0.184288835  0.104377668  0.130095225  0.101060409
## demo$career1  0.003532537 -0.022918881  0.003532537 -0.007466972  0.004755513
## demo$career2 -0.013876149  0.012088104 -0.013876149  0.012227847 -0.006895886
## demo$career3 -0.012990522 -0.006658095 -0.012990522 -0.019073011 -0.025183850
## demo$career4  0.020893339 -0.004429680  0.020893339  0.007782289  0.024580605
## demo$career5  0.031103033  0.021085784  0.031103033  0.031929435  0.032492585
## demo$career6 -0.000688947 -0.016577563 -0.000688947 -0.007196600  0.003016278
## demo$career7 -0.038446044 -0.009016494 -0.038446044 -0.021886314 -0.041931506
## demo$career8  0.014902250  0.027238831  0.014902250  0.031559237  0.010278499
##                       309          310          311          312
## (Intercept)   0.107125617  0.274522978  0.104377668  0.243377178
## demo$career1  0.023918701 -0.017803567  0.003532537 -0.011215625
## demo$career2 -0.024922279  0.020320679 -0.013876149  0.027815358
## demo$career3 -0.026767660 -0.005425583 -0.012990522 -0.011618488
## demo$career4  0.045345491 -0.018784889  0.020893339 -0.011840359
## demo$career5  0.021066060  0.015480101  0.031103033  0.022190159
## demo$career6  0.002880873 -0.016353855 -0.000688947 -0.019043492
## demo$career7 -0.045388714  0.012443209 -0.038446044  0.006580409
## demo$career8 -0.010345448  0.042114697  0.014902250  0.047355633
## 
## $f.perms
##              [,1]
##    [1,] 0.5187993
##    [2,] 0.9563196
##    [3,] 0.8643226
##    [4,] 1.0523466
##    [5,] 1.1377051
##    [6,] 0.4984572
##    [7,] 0.8188727
##    [8,] 1.1824542
##    [9,] 0.9377866
##   [10,] 0.6282320
##   [11,] 0.9597545
##   [12,] 1.1450794
##   [13,] 0.4033850
##   [14,] 0.5159615
##   [15,] 0.9274342
##   [16,] 1.7742001
##   [17,] 1.2163641
##   [18,] 0.3384178
##   [19,] 1.7492814
##   [20,] 0.6125690
##   [21,] 1.1080748
##   [22,] 0.7779170
##   [23,] 0.7959848
##   [24,] 1.1466317
##   [25,] 0.6197918
##   [26,] 1.3985339
##   [27,] 1.0210792
##   [28,] 0.7123456
##   [29,] 0.9874208
##   [30,] 0.4067148
##   [31,] 1.2288645
##   [32,] 0.9580188
##   [33,] 0.8304381
##   [34,] 0.7230264
##   [35,] 0.6227967
##   [36,] 1.6178866
##   [37,] 1.2294642
##   [38,] 1.1220224
##   [39,] 0.8828989
##   [40,] 1.2601329
##   [41,] 0.8235996
##   [42,] 0.6875309
##   [43,] 1.2262254
##   [44,] 0.6757558
##   [45,] 1.0306652
##   [46,] 0.5512144
##   [47,] 0.8938697
##   [48,] 1.2002645
##   [49,] 0.4738152
##   [50,] 0.8814516
##   [51,] 0.7984714
##   [52,] 0.4336376
##   [53,] 1.1810730
##   [54,] 1.3137294
##   [55,] 0.7210959
##   [56,] 1.3003820
##   [57,] 1.2829083
##   [58,] 1.3122816
##   [59,] 0.6501412
##   [60,] 1.1518572
##   [61,] 0.5519841
##   [62,] 0.1541709
##   [63,] 0.5221260
##   [64,] 0.8268472
##   [65,] 0.8990886
##   [66,] 1.1933532
##   [67,] 0.7726643
##   [68,] 0.7716013
##   [69,] 0.4550553
##   [70,] 0.6751895
##   [71,] 0.7621050
##   [72,] 1.6373535
##   [73,] 1.1518297
##   [74,] 0.7355954
##   [75,] 0.4657620
##   [76,] 0.3942802
##   [77,] 1.8463156
##   [78,] 1.1558274
##   [79,] 0.8853971
##   [80,] 0.4126216
##   [81,] 1.0143771
##   [82,] 1.0274375
##   [83,] 1.2665426
##   [84,] 0.9817289
##   [85,] 0.7097233
##   [86,] 0.7855109
##   [87,] 0.5201214
##   [88,] 0.7221667
##   [89,] 1.0664328
##   [90,] 1.5208625
##   [91,] 0.7871108
##   [92,] 1.1284224
##   [93,] 0.8832216
##   [94,] 1.2052222
##   [95,] 0.6987157
##   [96,] 0.3843528
##   [97,] 0.4720079
##   [98,] 0.9742835
##   [99,] 1.6789334
##  [100,] 1.2210818
##  [101,] 1.4860413
##  [102,] 0.7527430
##  [103,] 1.3993077
##  [104,] 0.9851296
##  [105,] 0.8106210
##  [106,] 1.4854760
##  [107,] 0.8372991
##  [108,] 1.0628789
##  [109,] 1.1239241
##  [110,] 1.2112040
##  [111,] 0.5852486
##  [112,] 1.0416022
##  [113,] 0.7025185
##  [114,] 0.4200066
##  [115,] 0.6831119
##  [116,] 0.6366946
##  [117,] 0.5275618
##  [118,] 1.0843149
##  [119,] 1.7822586
##  [120,] 0.4703432
##  [121,] 3.3040251
##  [122,] 0.5222789
##  [123,] 1.3512332
##  [124,] 0.6977391
##  [125,] 0.8682025
##  [126,] 0.7487365
##  [127,] 0.6448053
##  [128,] 0.3785571
##  [129,] 1.0129151
##  [130,] 0.7135291
##  [131,] 0.3990479
##  [132,] 0.7996032
##  [133,] 0.8318515
##  [134,] 0.4664626
##  [135,] 0.6569170
##  [136,] 0.7422646
##  [137,] 0.5703895
##  [138,] 0.9870929
##  [139,] 0.3986300
##  [140,] 0.4420089
##  [141,] 1.0186963
##  [142,] 0.6634089
##  [143,] 1.4040694
##  [144,] 1.6282364
##  [145,] 0.5792809
##  [146,] 0.6196855
##  [147,] 0.7102974
##  [148,] 1.5865796
##  [149,] 2.2989693
##  [150,] 1.1485963
##  [151,] 0.8097322
##  [152,] 1.2963649
##  [153,] 1.6978437
##  [154,] 0.9740209
##  [155,] 0.4072239
##  [156,] 1.2149305
##  [157,] 0.4669403
##  [158,] 0.6024247
##  [159,] 0.6957658
##  [160,] 0.7873290
##  [161,] 0.6420397
##  [162,] 0.9007376
##  [163,] 1.6778540
##  [164,] 1.2453166
##  [165,] 1.2419584
##  [166,] 1.2840935
##  [167,] 0.8800851
##  [168,] 0.8159040
##  [169,] 1.4404515
##  [170,] 1.4902719
##  [171,] 1.3598408
##  [172,] 0.5031445
##  [173,] 1.4579189
##  [174,] 0.7075589
##  [175,] 1.6521688
##  [176,] 1.0104936
##  [177,] 2.0559059
##  [178,] 1.3602628
##  [179,] 1.4135817
##  [180,] 0.4805679
##  [181,] 0.8677093
##  [182,] 1.2283738
##  [183,] 0.8260806
##  [184,] 1.0350749
##  [185,] 0.5647279
##  [186,] 1.2637745
##  [187,] 0.6612090
##  [188,] 0.4842656
##  [189,] 1.7291663
##  [190,] 1.8234134
##  [191,] 0.8408358
##  [192,] 0.8904661
##  [193,] 0.5411056
##  [194,] 0.8555910
##  [195,] 0.9422489
##  [196,] 1.1989569
##  [197,] 0.5299719
##  [198,] 0.8368822
##  [199,] 1.0394277
##  [200,] 0.8147699
##  [201,] 0.9435357
##  [202,] 1.0728257
##  [203,] 1.7509776
##  [204,] 0.3608499
##  [205,] 0.7266302
##  [206,] 1.2818581
##  [207,] 1.6095882
##  [208,] 1.2673760
##  [209,] 0.7655207
##  [210,] 0.8826831
##  [211,] 0.7144984
##  [212,] 0.7080349
##  [213,] 1.0750207
##  [214,] 0.5725995
##  [215,] 0.5398581
##  [216,] 0.9896132
##  [217,] 1.0311612
##  [218,] 1.8834211
##  [219,] 0.8301703
##  [220,] 0.9651562
##  [221,] 2.2227207
##  [222,] 0.6485384
##  [223,] 0.8534881
##  [224,] 0.8396496
##  [225,] 0.6809362
##  [226,] 0.6775871
##  [227,] 0.4881284
##  [228,] 2.6224913
##  [229,] 1.4284829
##  [230,] 0.9881178
##  [231,] 1.1393287
##  [232,] 2.5377563
##  [233,] 1.5156204
##  [234,] 0.5131901
##  [235,] 3.8338781
##  [236,] 0.3318009
##  [237,] 2.4148560
##  [238,] 1.3692235
##  [239,] 0.4201328
##  [240,] 0.7393425
##  [241,] 0.3347666
##  [242,] 0.9423594
##  [243,] 1.7258582
##  [244,] 0.8929075
##  [245,] 0.9314628
##  [246,] 0.5684600
##  [247,] 1.7472442
##  [248,] 0.9853254
##  [249,] 1.5763736
##  [250,] 0.8830628
##  [251,] 1.8657014
##  [252,] 0.7454062
##  [253,] 1.0821099
##  [254,] 0.3257880
##  [255,] 0.5870482
##  [256,] 1.4439855
##  [257,] 0.5858049
##  [258,] 0.7654066
##  [259,] 0.6557148
##  [260,] 0.4370250
##  [261,] 0.4234558
##  [262,] 1.0600682
##  [263,] 0.6454272
##  [264,] 1.3137845
##  [265,] 1.2409108
##  [266,] 1.0085482
##  [267,] 1.6277629
##  [268,] 0.9750061
##  [269,] 0.7211599
##  [270,] 0.7459853
##  [271,] 0.3644433
##  [272,] 0.7766832
##  [273,] 2.2510571
##  [274,] 0.4242444
##  [275,] 0.7488996
##  [276,] 1.1726179
##  [277,] 0.9545731
##  [278,] 0.8269109
##  [279,] 1.5348019
##  [280,] 0.9277209
##  [281,] 0.7143605
##  [282,] 0.7855870
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##  [903,] 1.4182168
##  [904,] 0.7860793
##  [905,] 1.0291013
##  [906,] 0.5134168
##  [907,] 0.7783193
##  [908,] 1.5812402
##  [909,] 0.9967317
##  [910,] 0.9495013
##  [911,] 0.9076008
##  [912,] 0.2199240
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##  [914,] 0.7894081
##  [915,] 2.1088193
##  [916,] 0.4137498
##  [917,] 0.6460339
##  [918,] 2.4332968
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##  [920,] 0.9292974
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##  [924,] 0.3472233
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##  [926,] 1.1133669
##  [927,] 0.8206314
##  [928,] 0.4562717
##  [929,] 0.6176673
##  [930,] 0.6735171
##  [931,] 0.9858449
##  [932,] 0.6497203
##  [933,] 1.7561263
##  [934,] 1.2265949
##  [935,] 1.0269043
##  [936,] 0.9209988
##  [937,] 0.9649284
##  [938,] 1.9985233
##  [939,] 0.9000682
##  [940,] 0.6955505
##  [941,] 0.4120879
##  [942,] 0.6168212
##  [943,] 0.3962903
##  [944,] 1.7562405
##  [945,] 0.6796371
##  [946,] 0.7400223
##  [947,] 0.9087637
##  [948,] 0.7907667
##  [949,] 1.7850181
##  [950,] 1.2129003
##  [951,] 0.9628581
##  [952,] 1.5047588
##  [953,] 0.8742004
##  [954,] 0.5555607
##  [955,] 1.3385289
##  [956,] 0.8127359
##  [957,] 0.6738141
##  [958,] 1.2545653
##  [959,] 1.3358556
##  [960,] 0.8748753
##  [961,] 1.3379416
##  [962,] 1.0886100
##  [963,] 1.2828141
##  [964,] 1.0900941
##  [965,] 1.2919381
##  [966,] 0.7973214
##  [967,] 1.0088316
##  [968,] 0.3182463
##  [969,] 0.9883441
##  [970,] 0.8479202
##  [971,] 0.9711621
##  [972,] 1.1785123
##  [973,] 0.8855124
##  [974,] 1.4816670
##  [975,] 0.7597406
##  [976,] 1.5677645
##  [977,] 1.1037289
##  [978,] 0.7224272
##  [979,] 0.9307639
##  [980,] 0.8867470
##  [981,] 0.9377871
##  [982,] 1.1991693
##  [983,] 1.5005253
##  [984,] 0.7318386
##  [985,] 0.9519580
##  [986,] 1.4662434
##  [987,] 0.7183357
##  [988,] 1.4657317
##  [989,] 0.6857543
##  [990,] 0.3306119
##  [991,] 0.5262355
##  [992,] 0.4271362
##  [993,] 1.0869915
##  [994,] 0.7361830
##  [995,] 1.6938958
##  [996,] 0.8373693
##  [997,] 0.6649471
##  [998,] 0.3456689
##  [999,] 1.3889065
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## im ~ demo$career
## attr(,"variables")
## list(im, demo$career)
## attr(,"factors")
##             demo$career
## im                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.

Self-Determination

Now, Self-Determination:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.2123 0.026543  1.0862 0.02788  0.342
## Residuals   303    7.4045 0.024437         0.97212       
## Total       311    7.6168                  1.00000       
## 
## $call
## adonis(formula = sd ~ demo$career)
## 
## $coefficients
##                      sd1         sd2         sd3         sd4          sd5
## (Intercept)   3.80138486  3.83276831  3.95108622  3.64691908  3.664096114
## demo$career1  0.22083736  0.21167613  0.16002489  0.17530314  0.247014997
## demo$career2 -0.18600024 -0.29430678 -0.10493238 -0.56999601 -0.202557653
## demo$career3  0.13194848  0.03389835  0.04891378  0.35308092  0.002570552
## demo$career4 -0.03089305 -0.02948963 -0.19698786 -0.10593548 -0.131309229
## demo$career5  0.04583736  0.02834280 -0.06219734  0.06141425  0.085903886
## demo$career6 -0.30138486 -0.33276831 -0.30108622 -0.49691908 -0.414096114
## demo$career7  0.05575800 -0.11848260  0.19177092  0.21022377 -0.092667543
## demo$career8  0.36528181  0.50056502  0.38224711  0.51974758  0.669237219
## 
## $coef.sites
##                         1           2            3            4            5
## (Intercept)   0.152359002  0.12227116  0.128746284  0.136046277  0.152359002
## demo$career1 -0.032299226 -0.02982350 -0.024798884 -0.020001137 -0.032299226
## demo$career2  0.037041757  0.03296770  0.026971046  0.011599251  0.037041757
## demo$career3 -0.023005630 -0.03169477 -0.031941830 -0.029099716 -0.023005630
## demo$career4  0.017288600  0.01616775  0.013158737  0.015860253  0.017288600
## demo$career5  0.005032719  0.01632357  0.023220252  0.025386555  0.005032719
## demo$career6  0.047427717  0.02325875  0.019214210  0.001648095  0.047427717
## demo$career7 -0.012882327 -0.02666249 -0.022415496 -0.027866792 -0.012882327
## demo$career8 -0.057199055 -0.01678555 -0.006548313  0.020590941 -0.057199055
##                         6             7            8             9           10
## (Intercept)   0.118539002  0.1127727139  0.152359002  0.1837505318  0.455182934
## demo$career1 -0.022957041 -0.0240540100 -0.032299226 -0.0003204869  0.021841850
## demo$career2  0.002978580  0.0265905684  0.037041757 -0.0243837449 -0.021952195
## demo$career3 -0.021956553 -0.0270198407 -0.023005630 -0.0126672906  0.009112077
## demo$career4  0.006783347  0.0150534356  0.017288600  0.0049654728 -0.009239648
## demo$career5  0.032133232  0.0299560131  0.005032719  0.0295207991  0.001535717
## demo$career6 -0.006946431  0.0003031352  0.047427717 -0.0282593878 -0.026427571
## demo$career7 -0.018237669 -0.0334035411 -0.012882327 -0.0179107585  0.013563614
## demo$career8  0.028574406  0.0164163336 -0.057199055  0.0699074618  0.025055869
##                         11           12          13           14           15
## (Intercept)   0.1873499051  0.114229024  0.11673691  0.103565617  0.152359002
## demo$career1  0.0003899041 -0.030821786 -0.03130730 -0.029931421 -0.032299226
## demo$career2 -0.0281839926  0.033013383  0.03408332  0.027984988  0.037041757
## demo$career3  0.0017040530 -0.030774950 -0.02723305 -0.030748379 -0.023005630
## demo$career4  0.0090857953  0.013877280  0.01295105  0.013662054  0.017288600
## demo$career5  0.0297642791  0.021576186  0.02105038  0.026585978  0.005032719
## demo$career6 -0.0284104853  0.015968559  0.01817243  0.008044032  0.047427717
## demo$career7 -0.0208298598 -0.028329025 -0.02448770 -0.027945715 -0.012882327
## demo$career8  0.0609317444 -0.004037103 -0.01024869  0.007768521 -0.057199055
##                        16           17           18          19           20
## (Intercept)   0.103565617  0.103565617  0.147056466  0.13423187  0.118539002
## demo$career1 -0.029931421 -0.029931421 -0.011273929 -0.03108034 -0.022957041
## demo$career2  0.027984988  0.027984988 -0.014457578  0.03861952  0.002978580
## demo$career3 -0.030748379 -0.030748379 -0.025650409 -0.02824034 -0.021956553
## demo$career4  0.013662054  0.013662054  0.006141165  0.01541519  0.006783347
## demo$career5  0.026585978  0.026585978  0.030746006  0.01123793  0.032133232
## demo$career6  0.008044032  0.008044032 -0.014730206  0.03254200 -0.006946431
## demo$career7 -0.027945715 -0.027945715 -0.011206206 -0.02336114 -0.018237669
## demo$career8  0.007768521  0.007768521  0.049269343 -0.03340340  0.028574406
##                         21           22           23          24           25
## (Intercept)   0.1284281175  0.213301196  0.346102060  0.11855571  0.103565617
## demo$career1 -0.0164986408  0.004405466  0.023463807 -0.02619300 -0.029931421
## demo$career2  0.0007952608 -0.028638715 -0.046092444  0.02534748  0.027984988
## demo$career3 -0.0176487218 -0.010919470  0.014660162 -0.03300349 -0.030748379
## demo$career4  0.0080329460  0.001129449 -0.005095631  0.01070198  0.013662054
## demo$career5  0.0357380140  0.022863416  0.006789527  0.02395805  0.026585978
## demo$career6 -0.0155067888 -0.035191822 -0.037125897  0.00844699  0.008044032
## demo$career7 -0.0236694386 -0.010990376  0.004719334 -0.02308677 -0.027945715
## demo$career8  0.0381953142  0.069900752  0.066278682  0.01490684  0.007768521
##                       26          27           28           29           30
## (Intercept)   0.56192331  0.12227116  0.130932465  0.152359002  0.219822279
## demo$career1  0.02804052 -0.02982350 -0.025228920 -0.032299226  0.002287320
## demo$career2 -0.02592082  0.03296770  0.003481045  0.037041757 -0.029854759
## demo$career3  0.02321904 -0.03169477 -0.008334275 -0.023005630 -0.003779873
## demo$career4 -0.01835909  0.01616775  0.009291688  0.017288600  0.005982741
## demo$career5 -0.01287381  0.01632357  0.023910888  0.005032719  0.024364743
## demo$career6 -0.03249708  0.02325875 -0.002005750  0.047427717 -0.025275778
## demo$career7  0.01535923 -0.02666249 -0.013539295 -0.012882327 -0.017511460
## demo$career8  0.03392045 -0.01678555  0.016180944 -0.057199055  0.063379669
##                        31           32            33          34           35
## (Intercept)   0.143830268  0.302254002  0.1345460236  0.10957635  0.121824075
## demo$career1 -0.031622502  0.021217541 -0.0187613548 -0.02334491 -0.023682733
## demo$career2  0.032658015 -0.050001085 -0.0004969839  0.02163898  0.008064547
## demo$career3 -0.022935400  0.012099903 -0.0239912834 -0.03395701 -0.014846083
## demo$career4  0.017194185 -0.002522172  0.0034350370  0.01179792  0.010124403
## demo$career5  0.009286415  0.007632624  0.0293789429  0.03216332  0.029872019
## demo$career6  0.040976150 -0.032804160 -0.0068734535  0.00352296 -0.010254819
## demo$career7 -0.012229662  0.001898273 -0.0127259747 -0.03020718 -0.021522742
## demo$career8 -0.047686274  0.073578612  0.0365819126  0.01925657  0.025665273
##                       36           37           38           39           40
## (Intercept)   0.12036114  0.112273759  0.152359002  0.302254002  0.145655802
## demo$career1 -0.02915453 -0.030141971 -0.032299226  0.021217541 -0.032270619
## demo$career2  0.02804011  0.027975640  0.037041757 -0.050001085  0.037379125
## demo$career3 -0.02977220 -0.028806240 -0.023005630  0.012099903 -0.024771914
## demo$career4  0.01698029  0.014709887  0.017288600 -0.002522172  0.016419039
## demo$career5  0.01760354  0.022886807  0.005032719  0.007632624  0.008063639
## demo$career6  0.02289856  0.015600943  0.047427717 -0.032804160  0.041322333
## demo$career7 -0.01840327 -0.019880254 -0.012882327  0.001898273 -0.020134224
## demo$career8 -0.01841455 -0.005697452 -0.057199055  0.073578612 -0.046116675
##                        41           42          43          44           45
## (Intercept)   0.152359002  0.145655802  0.13868480  0.13442085  0.152359002
## demo$career1 -0.032299226 -0.032270619 -0.03333861 -0.03221734 -0.032299226
## demo$career2  0.037041757  0.037379125  0.03758539  0.03174157  0.037041757
## demo$career3 -0.023005630 -0.024771914 -0.02380146 -0.02531347 -0.023005630
## demo$career4  0.017288600  0.016419039  0.01425219  0.01593392  0.017288600
## demo$career5  0.005032719  0.008063639  0.01291937  0.01467506  0.005032719
## demo$career6  0.047427717  0.041322333  0.03480844  0.03235302  0.047427717
## demo$career7 -0.012882327 -0.020134224 -0.02160289 -0.01720679 -0.012882327
## demo$career8 -0.057199055 -0.046116675 -0.03464010 -0.03029564 -0.057199055
##                        46           47           48           49          50
## (Intercept)   0.158066375  0.145040873  0.302254002  0.137504353  0.12036114
## demo$career1 -0.003992931 -0.011957299  0.021217541 -0.017201484 -0.02915453
## demo$career2 -0.017287338 -0.002826599 -0.050001085  0.001616611  0.02804011
## demo$career3 -0.021091766 -0.019573969  0.012099903 -0.016082077 -0.02977220
## demo$career4  0.007416538  0.004605836 -0.002522172  0.009352409  0.01698029
## demo$career5  0.034379310  0.032936775  0.007632624  0.031623583  0.01760354
## demo$career6 -0.023963009 -0.015639016 -0.032804160 -0.006707637  0.02289856
## demo$career7 -0.016676046 -0.018119183  0.001898273 -0.015196784 -0.01840327
## demo$career8  0.059964779  0.046655308  0.073578612  0.022923592 -0.01841455
##                       51           52           53          54           55
## (Intercept)   0.56192331  0.114632805  0.145040873  0.56192331  0.121824075
## demo$career1  0.02804052 -0.023438262 -0.011957299  0.02804052 -0.023682733
## demo$career2 -0.02592082  0.015939268 -0.002826599 -0.02592082  0.008064547
## demo$career3  0.02321904 -0.032599488 -0.019573969  0.02321904 -0.014846083
## demo$career4 -0.01835909  0.016442829  0.004605836 -0.01835909  0.010124403
## demo$career5 -0.01287381  0.027948615  0.032936775 -0.01287381  0.029872019
## demo$career6 -0.03249708  0.001132836 -0.015639016 -0.03249708 -0.010254819
## demo$career7  0.01535923 -0.027100367 -0.018119183  0.01535923 -0.021522742
## demo$career8  0.03392045  0.018829746  0.046655308  0.03392045  0.025665273
##                        56           57           58          59           60
## (Intercept)   0.148407760  0.121563171  0.114229024  0.12483740  0.141186474
## demo$career1 -0.011276567 -0.024456331 -0.030821786 -0.03144796 -0.018837794
## demo$career2 -0.006368312  0.026637220  0.033013383  0.03389795  0.001305687
## demo$career3 -0.006107101 -0.025165652 -0.030774950 -0.02537616 -0.003642705
## demo$career4  0.008470259  0.016100783  0.013877280  0.01398092  0.010614326
## demo$career5  0.033163475  0.026108599  0.021576186  0.01754712  0.027280340
## demo$career6 -0.015780097  0.008248628  0.015968559  0.02529568 -0.010411925
## demo$career7 -0.020890832 -0.025013036 -0.028329025 -0.01666835 -0.018807844
## demo$career8  0.038237915  0.002410392 -0.004037103 -0.02297499  0.025436957
##                       61          62           63           64           65
## (Intercept)   0.13423187  0.12996792  0.103565617  0.173193990  0.118539002
## demo$career1 -0.03108034 -0.02995907 -0.029931421 -0.007966718 -0.022957041
## demo$career2  0.03861952  0.03277570  0.027984988 -0.012906098  0.002978580
## demo$career3 -0.02824034 -0.02975236 -0.030748379  0.002483655 -0.021956553
## demo$career4  0.01541519  0.01709692  0.013662054  0.006163066  0.006783347
## demo$career5  0.01123793  0.01299362  0.026585978  0.028523745  0.032133232
## demo$career6  0.03254200  0.03008658  0.008044032 -0.019731301 -0.006946431
## demo$career7 -0.02336114 -0.01896504 -0.027945715 -0.022239463 -0.018237669
## demo$career8 -0.03340340 -0.02905894  0.007768521  0.047204588  0.028574406
##                         66           67           68          69          70
## (Intercept)   0.1860307027  0.143830268  0.156443297  0.13243999  0.10957635
## demo$career1  0.0004644763 -0.031622502 -0.007041432 -0.03043240 -0.02334491
## demo$career2 -0.0211694103  0.032658015  0.004443970  0.02703347  0.02163898
## demo$career3 -0.0197093663 -0.022935400 -0.030775635 -0.02622509 -0.03395701
## demo$career4  0.0038372888  0.017194185  0.014927455  0.01797929  0.01179792
## demo$career5  0.0282266997  0.009286415  0.032996805  0.01422648  0.03216332
## demo$career6 -0.0305670664  0.040976150 -0.009613484  0.03211401  0.00352296
## demo$career7 -0.0099868478 -0.012229662 -0.029251045 -0.01522593 -0.03020718
## demo$career8  0.0596907830 -0.047686274  0.040303388 -0.03178036  0.01925657
##                        71           72           73           74           75
## (Intercept)   0.141411958  0.103565617  0.112247498  0.121824075  0.152359002
## demo$career1 -0.031158944 -0.029931421 -0.029748533 -0.023682733 -0.032299226
## demo$career2  0.038278487  0.027984988  0.010002489  0.008064547  0.037041757
## demo$career3 -0.026384273 -0.030748379 -0.019051269 -0.014846083 -0.023005630
## demo$career4  0.016332657  0.013662054  0.008842339  0.010124403  0.017288600
## demo$career5  0.008080394  0.026585978  0.026464928  0.029872019  0.005032719
## demo$career6  0.038994073  0.008044032 -0.002041701 -0.010254819  0.047427717
## demo$career7 -0.015890380 -0.027945715 -0.016283808 -0.021522742 -0.012882327
## demo$career8 -0.045029397  0.007768521  0.016585424  0.025665273 -0.057199055
##                         76           77          78           79           80
## (Intercept)   0.1284281175  0.114229024  0.50216569  0.140756068  0.103565617
## demo$career1 -0.0164986408 -0.030821786  0.02561466 -0.008943789 -0.029931421
## demo$career2  0.0007952608  0.033013383 -0.03317309 -0.013139696  0.027984988
## demo$career3 -0.0176487218 -0.030774950  0.02012425 -0.019111703 -0.030748379
## demo$career4  0.0080329460  0.013877280 -0.01413751  0.010873108  0.013662054
## demo$career5  0.0357380140  0.021576186 -0.01080844  0.037302511  0.026585978
## demo$career6 -0.0155067888  0.015968559 -0.02861629 -0.023631109  0.008044032
## demo$career7 -0.0236694386 -0.028329025  0.01153950 -0.022492387 -0.027945715
## demo$career8  0.0381953142 -0.004037103  0.04635917  0.050940112  0.007768521
##                        81           82           83           84           85
## (Intercept)   0.152359002  0.152359002  0.308761078  0.130947990  0.127769799
## demo$career1 -0.032299226 -0.032299226  0.018865055 -0.009808842 -0.025881834
## demo$career2  0.037041757  0.037041757 -0.041123545  0.007073780  0.006797234
## demo$career3 -0.023005630 -0.023005630  0.011148383 -0.031994842 -0.021003951
## demo$career4  0.017288600  0.017288600 -0.002487709  0.016084635  0.005653123
## demo$career5  0.005032719  0.005032719  0.014252889  0.037316153  0.023698798
## demo$career6  0.047427717  0.047427717 -0.040662710 -0.012139215 -0.001873387
## demo$career7 -0.012882327 -0.012882327 -0.004608803 -0.035151253 -0.010901838
## demo$career8 -0.057199055 -0.057199055  0.067071537  0.040577403  0.024105515
##                       86           87           88          89           90
## (Intercept)   0.11673691  0.302254002  0.402386873  0.12479942  0.125026280
## demo$career1 -0.03130730  0.021217541  0.019391240 -0.03030703 -0.019298484
## demo$career2  0.03408332 -0.050001085 -0.033606931  0.02709833  0.018773094
## demo$career3 -0.02723305  0.012099903  0.014282288 -0.02808547 -0.036314201
## demo$career4  0.01295105 -0.002522172 -0.008232323  0.01707199  0.008696726
## demo$career5  0.02105038  0.007632624  0.005310429  0.01758449  0.029554462
## demo$career6  0.01817243 -0.032804160 -0.039499918  0.02533366  0.003848675
## demo$career7 -0.02448770  0.001898273 -0.001376240 -0.02284155 -0.025250157
## demo$career8 -0.01024869  0.073578612  0.059818825 -0.01957471  0.026849033
##                        91           92          93           94           95
## (Intercept)   0.103565617  0.103565617  0.12036114  0.103565617  0.197697242
## demo$career1 -0.029931421 -0.029931421 -0.02915453 -0.029931421  0.003097747
## demo$career2  0.027984988  0.027984988  0.02804011  0.027984988 -0.007991976
## demo$career3 -0.030748379 -0.030748379 -0.02977220 -0.030748379 -0.022333760
## demo$career4  0.013662054  0.013662054  0.01698029  0.013662054  0.009814381
## demo$career5  0.026585978  0.026585978  0.01760354  0.026585978  0.026806243
## demo$career6  0.008044032  0.008044032  0.02289856  0.008044032 -0.015738892
## demo$career7 -0.027945715 -0.027945715 -0.01840327 -0.027945715 -0.032537741
## demo$career8  0.007768521  0.007768521 -0.01841455  0.007768521  0.061337096
##                       96           97           98           99          100
## (Intercept)   0.13236505  0.152359002  0.394245190  0.112247498  0.112157848
## demo$career1 -0.03042194 -0.032299226  0.024799237 -0.029748533 -0.028966402
## demo$career2  0.03379738  0.037041757 -0.042559265  0.010002489  0.028091552
## demo$career3 -0.02636179 -0.023005630  0.016363365 -0.019051269 -0.031727120
## demo$career4  0.01620859  0.017288600 -0.007198574  0.008842339  0.016019096
## demo$career5  0.01248864  0.005032719 -0.002620443  0.026464928  0.021106775
## demo$career6  0.03218895  0.047427717 -0.027786806 -0.002041701  0.015716854
## demo$career7 -0.01528314 -0.012882327  0.006765443 -0.016283808 -0.026257849
## demo$career8 -0.03500217 -0.057199055  0.056849397  0.016585424 -0.005581541
##                       101          102          103          104          105
## (Intercept)   0.152359002  0.103565617  0.210041801  0.140756068  0.152359002
## demo$career1 -0.032299226 -0.029931421  0.004544992 -0.008943789 -0.032299226
## demo$career2  0.037041757  0.027984988 -0.030684361 -0.013139696  0.037041757
## demo$career3 -0.023005630 -0.030748379 -0.007660076 -0.019111703 -0.023005630
## demo$career4  0.017288600  0.013662054  0.003795250  0.010873108  0.017288600
## demo$career5  0.005032719  0.026585978  0.026119984  0.037302511  0.005032719
## demo$career6  0.047427717  0.008044032 -0.028330306 -0.023631109  0.047427717
## demo$career7 -0.012882327 -0.027945715 -0.018312992 -0.022492387 -0.012882327
## demo$career8 -0.057199055  0.007768521  0.073160147  0.050940112 -0.057199055
##                       106          107          108          109          110
## (Intercept)   0.171788086  0.114229024  0.212052245  0.190378890  0.147056466
## demo$career1 -0.007952938 -0.030821786  0.003999750 -0.001040780 -0.011273929
## demo$career2 -0.021238577  0.033013383 -0.026996799 -0.025883898 -0.014457578
## demo$career3 -0.017683096 -0.030774950 -0.014608791 -0.006086837 -0.025650409
## demo$career4  0.003765693  0.013877280  0.004716543  0.007650832  0.006141165
## demo$career5  0.026029369  0.021576186  0.026078122  0.029719126  0.030746006
## demo$career6 -0.018646827  0.015968559 -0.021107866 -0.027963687 -0.014730206
## demo$career7 -0.012252596 -0.028329025 -0.009741425 -0.024539117 -0.011206206
## demo$career8  0.058580731 -0.004037103  0.062816369  0.063279104  0.049269343
##                       111          112          113          114         115
## (Intercept)   0.103565617  0.141484932  0.103565617  0.121563171  0.10957635
## demo$career1 -0.029931421 -0.031170190 -0.029931421 -0.024456331 -0.02334491
## demo$career2  0.027984988  0.031658868  0.027984988  0.026637220  0.02163898
## demo$career3 -0.030748379 -0.026255023 -0.030748379 -0.025165652 -0.03395701
## demo$career4  0.013662054  0.018064685  0.013662054  0.016100783  0.01179792
## demo$career5  0.026585978  0.009781576  0.026585978  0.026108599  0.03216332
## demo$career6  0.008044032  0.038921099  0.008044032  0.008248628  0.00352296
## demo$career7 -0.027945715 -0.015836708 -0.027945715 -0.025013036 -0.03020718
## demo$career8  0.007768521 -0.041868716  0.007768521  0.002410392  0.01925657
##                       116         117          118           119         120
## (Intercept)   0.196881122  0.10957635  0.141484932  0.1284281175  0.12238615
## demo$career1 -0.012883367 -0.02334491 -0.031170190 -0.0164986408 -0.03097404
## demo$career2 -0.005513051  0.02163898  0.031658868  0.0007952608  0.03285270
## demo$career3 -0.012714282 -0.03395701 -0.026255023 -0.0176487218 -0.02884074
## demo$career4  0.013523259  0.01179792  0.018064685  0.0080329460  0.01488781
## demo$career5  0.021346709  0.03216332  0.009781576  0.0357380140  0.01806230
## demo$career6 -0.008810407  0.00352296  0.038921099 -0.0155067888  0.02314376
## demo$career7 -0.018047456 -0.03020718 -0.015836708 -0.0236694386 -0.02042828
## demo$career8  0.018561292  0.01925657 -0.041868716  0.0381953142 -0.01690055
##                       121         122          123         124          125
## (Intercept)   0.103565617  0.13681798  0.145655802  0.13888951  0.124274832
## demo$career1 -0.029931421 -0.03268020 -0.032270619 -0.02441323 -0.017188238
## demo$career2  0.027984988  0.03276325  0.037379125  0.02809505  0.014167399
## demo$career3 -0.030748379 -0.02192291 -0.024771914 -0.02937535 -0.028781802
## demo$career4  0.013662054  0.01504559  0.016419039  0.01455851  0.017943975
## demo$career5  0.026585978  0.01417009  0.008063639  0.01741937  0.031401463
## demo$career6  0.008044032  0.03445539  0.041322333  0.02856668 -0.006986622
## demo$career7 -0.027945715 -0.01352489 -0.020134224 -0.01711501 -0.032661974
## demo$career8  0.007768521 -0.03623887 -0.046116675 -0.02530270  0.027976421
##                       126          127          128          129          130
## (Intercept)   0.130932465  0.246040639  0.158066375  0.141484932  0.152359002
## demo$career1 -0.025228920  0.008440062 -0.003992931 -0.031170190 -0.032299226
## demo$career2  0.003481045 -0.025874717 -0.017287338  0.031658868  0.037041757
## demo$career3 -0.008334275 -0.005276409 -0.021091766 -0.026255023 -0.023005630
## demo$career4  0.009291688  0.002251424  0.007416538  0.018064685  0.017288600
## demo$career5  0.023910888  0.024901617  0.034379310  0.009781576  0.005032719
## demo$career6 -0.002005750 -0.035411213 -0.023963009  0.038921099  0.047427717
## demo$career7 -0.013539295 -0.004089322 -0.016676046 -0.015836708 -0.012882327
## demo$career8  0.016180944  0.053795120  0.059964779 -0.041868716 -0.057199055
##                      131          132          133         134         135
## (Intercept)   0.10957635  0.153824123  0.302254002  0.13643826  0.13434591
## demo$career1 -0.02334491 -0.020657176  0.021217541 -0.02393931 -0.03220687
## demo$career2  0.02163898  0.006370417 -0.050001085  0.02704980  0.03850547
## demo$career3 -0.03395701 -0.022590358  0.012099903 -0.03283994 -0.02545017
## demo$career4  0.01179792  0.005363943 -0.002522172  0.01546540  0.01416322
## demo$career5  0.03216332  0.020311663  0.007632624  0.01793455  0.01293723
## demo$career6  0.00352296  0.010147252 -0.032804160  0.02641476  0.03242796
## demo$career7 -0.03020718 -0.005653910  0.001898273 -0.02087494 -0.01726401
## demo$career8  0.01925657  0.008641709  0.073578612 -0.01922826 -0.03351745
##                       136          137          138          139          140
## (Intercept)   0.152359002  0.152359002  0.103565617  0.130389081  0.141411958
## demo$career1 -0.032299226 -0.032299226 -0.029931421 -0.015839310 -0.031158944
## demo$career2  0.037041757  0.037041757  0.027984988 -0.010489712  0.038278487
## demo$career3 -0.023005630 -0.023005630 -0.030748379 -0.023549989 -0.026384273
## demo$career4  0.017288600  0.017288600  0.013662054  0.009516402  0.016332657
## demo$career5  0.005032719  0.005032719  0.026585978  0.033611988  0.008080394
## demo$career6  0.047427717  0.047427717  0.008044032 -0.014625941  0.038994073
## demo$career7 -0.012882327 -0.012882327 -0.027945715 -0.016972393 -0.015890380
## demo$career8 -0.057199055 -0.057199055  0.007768521  0.040738855 -0.045029397
##                       141           142         143          144          145
## (Intercept)   0.140756068  1.604697e-01  0.13681798  0.164473954  0.208915403
## demo$career1 -0.008943789 -1.505516e-02 -0.03268020 -0.004683438  0.005478276
## demo$career2 -0.013139696 -3.657499e-03  0.03276325 -0.018732138 -0.029381128
## demo$career3 -0.019111703 -2.285177e-02 -0.02192291 -0.014713422 -0.006533677
## demo$career4  0.010873108  7.482742e-06  0.01504559  0.010020754  0.006206362
## demo$career5  0.037302511  2.363150e-02  0.01417009  0.034566199  0.026120019
## demo$career6 -0.023631109 -1.264071e-02  0.03445539 -0.023679173 -0.021573146
## demo$career7 -0.022492387 -6.437596e-03 -0.01352489 -0.023083626 -0.005874789
## demo$career8  0.050940112  3.585614e-02 -0.03623887  0.053557200  0.060397656
##                       146          147          148          149           150
## (Intercept)   0.120453545  0.103565617  0.302254002  0.445078826  0.2198069606
## demo$career1 -0.024454061 -0.029931421  0.021217541  0.025291175 -0.0015528702
## demo$career2  0.026965973  0.027984988 -0.050001085 -0.037273641  0.0003800097
## demo$career3 -0.033954769 -0.030748379  0.012099903  0.019216185 -0.0246728888
## demo$career4  0.012072863  0.013662054 -0.002522172 -0.010568682  0.0095249115
## demo$career5  0.026921671  0.026585978  0.007632624 -0.006467358  0.0143275495
## demo$career6  0.011759797  0.008044032 -0.032804160 -0.027272426 -0.0094045815
## demo$career7 -0.030547929 -0.027945715  0.001898273  0.010062280 -0.0154988968
## demo$career8  0.006877774  0.007768521  0.073578612  0.047064739  0.0366672133
##                       151          152          153          154          155
## (Intercept)   0.125379312  0.152359002  0.127519875  0.148407760  0.128746284
## demo$career1 -0.024551338 -0.032299226 -0.023427624 -0.011276567 -0.024798884
## demo$career2  0.021429705  0.037041757  0.003695458 -0.006368312  0.026971046
## demo$career3 -0.032614457 -0.023005630 -0.020263559 -0.006107101 -0.031941830
## demo$career4  0.016593723  0.017288600  0.008089038  0.008470259  0.013158737
## demo$career5  0.022812897  0.005032719  0.028179210  0.033163475  0.023220252
## demo$career6  0.009430226  0.047427717  0.001399068 -0.015780097  0.019214210
## demo$career7 -0.027537188 -0.012882327 -0.010101450 -0.020890832 -0.022415496
## demo$career8  0.006456511 -0.057199055  0.013925097  0.038237915 -0.006548313
##                       156          157          158         159          160
## (Intercept)   0.152359002  0.152359002  0.152359002  0.10957635  0.133767955
## demo$career1 -0.032299226 -0.032299226 -0.032299226 -0.02334491 -0.016582344
## demo$career2  0.037041757  0.037041757  0.037041757  0.02163898 -0.005261808
## demo$career3 -0.023005630 -0.023005630 -0.023005630 -0.03395701 -0.016257504
## demo$career4  0.017288600  0.017288600  0.017288600  0.01179792  0.012947610
## demo$career5  0.005032719  0.005032719  0.005032719  0.03216332  0.031294234
## demo$career6  0.047427717  0.047427717  0.047427717  0.00352296 -0.018027836
## demo$career7 -0.012882327 -0.012882327 -0.012882327 -0.03020718 -0.020351267
## demo$career8 -0.057199055 -0.057199055 -0.057199055  0.01925657  0.037757438
##                       161          162         163           164          165
## (Intercept)   0.112247498  0.103565617  0.13442085  0.1345460236  0.152359002
## demo$career1 -0.029748533 -0.029931421 -0.03221734 -0.0187613548 -0.032299226
## demo$career2  0.010002489  0.027984988  0.03174157 -0.0004969839  0.037041757
## demo$career3 -0.019051269 -0.030748379 -0.02531347 -0.0239912834 -0.023005630
## demo$career4  0.008842339  0.013662054  0.01593392  0.0034350370  0.017288600
## demo$career5  0.026464928  0.026585978  0.01467506  0.0293789429  0.005032719
## demo$career6 -0.002041701  0.008044032  0.03235302 -0.0068734535  0.047427717
## demo$career7 -0.016283808 -0.027945715 -0.01720679 -0.0127259747 -0.012882327
## demo$career8  0.016585424  0.007768521 -0.03029564  0.0365819126 -0.057199055
##                      166         167          168          169          170
## (Intercept)   0.12238615  0.12227116  0.112157848  0.141484932  0.112273759
## demo$career1 -0.03097404 -0.02982350 -0.028966402 -0.031170190 -0.030141971
## demo$career2  0.03285270  0.03296770  0.028091552  0.031658868  0.027975640
## demo$career3 -0.02884074 -0.03169477 -0.031727120 -0.026255023 -0.028806240
## demo$career4  0.01488781  0.01616775  0.016019096  0.018064685  0.014709887
## demo$career5  0.01806230  0.01632357  0.021106775  0.009781576  0.022886807
## demo$career6  0.02314376  0.02325875  0.015716854  0.038921099  0.015600943
## demo$career7 -0.02042828 -0.02666249 -0.026257849 -0.015836708 -0.019880254
## demo$career8 -0.01690055 -0.01678555 -0.005581541 -0.041868716 -0.005697452
##                        171           172          173          174          175
## (Intercept)   0.1345460236  0.2069049586  0.179861106  0.112247498  0.302254002
## demo$career1 -0.0187613548  0.0060235185  0.002021724 -0.029748533  0.021217541
## demo$career2 -0.0004969839 -0.0330686894 -0.025457098  0.010002489 -0.050001085
## demo$career3 -0.0239912834  0.0004150381 -0.008777865 -0.019051269  0.012099903
## demo$career4  0.0034350370  0.0052850687  0.007840956  0.008842339 -0.002522172
## demo$career5  0.0293789429  0.0261618808  0.031409931  0.026464928  0.007632624
## demo$career6 -0.0068734535 -0.0287955854 -0.024397470 -0.002041701 -0.032804160
## demo$career7 -0.0127259747 -0.0144463558 -0.013341061 -0.016283808  0.001898273
## demo$career8  0.0365819126  0.0707414335  0.060484035  0.016585424  0.073578612
##                       176          177          178          179          180
## (Intercept)   0.178195665  0.302254002  0.302254002  0.147633841  0.103565617
## demo$career1 -0.008643445  0.021217541  0.021217541 -0.005060088 -0.029931421
## demo$career2 -0.022683378 -0.050001085 -0.050001085  0.003638041  0.027984988
## demo$career3 -0.011304752  0.012099903  0.012099903 -0.034355489 -0.030748379
## demo$career4  0.006369909 -0.002522172 -0.002522172  0.012903878  0.013662054
## demo$career5  0.026216259  0.007632624  0.007632624  0.034566841  0.026585978
## demo$career6 -0.018362992 -0.032804160 -0.032804160 -0.012165808  0.008044032
## demo$career7 -0.018660175  0.001898273  0.001898273 -0.029965398 -0.027945715
## demo$career8  0.052173151  0.073578612  0.073578612  0.049112844  0.007768521
##                       181         182          183          184          185
## (Intercept)   0.141411958  0.11855571  0.143830268  0.208384951  0.145655802
## demo$career1 -0.031158944 -0.02619300 -0.031622502 -0.006149504 -0.032270619
## demo$career2  0.038278487  0.02534748  0.032658015 -0.018048059  0.037379125
## demo$career3 -0.026384273 -0.03300349 -0.022935400 -0.002335836 -0.024771914
## demo$career4  0.016332657  0.01070198  0.017194185 -0.002498059  0.016419039
## demo$career5  0.008080394  0.02395805  0.009286415  0.015175880  0.008063639
## demo$career6  0.038994073  0.00844699  0.040976150 -0.016722875  0.041322333
## demo$career7 -0.015890380 -0.02308677 -0.012229662 -0.003703835 -0.020134224
## demo$career8 -0.045029397  0.01490684 -0.047686274  0.044798659 -0.046116675
##                       186         187           188          189          190
## (Intercept)   0.145040873  0.12927569  0.2759283722  0.143830268  0.152359002
## demo$career1 -0.011957299 -0.03260046  0.0139955692 -0.031622502 -0.032299226
## demo$career2 -0.002826599  0.03295617 -0.0324966405  0.032658015  0.037041757
## demo$career3 -0.019573969 -0.02368942  0.0004412682 -0.022935400 -0.023005630
## demo$career4  0.004605836  0.01407263  0.0008336361  0.017194185  0.017288600
## demo$career5  0.032936775  0.01752807  0.0209133587  0.009286415  0.005032719
## demo$career6 -0.015639016  0.02773078 -0.0355535032  0.040976150  0.047427717
## demo$career7 -0.018119183 -0.02110663 -0.0038589709 -0.012229662 -0.012882327
## demo$career8  0.046655308 -0.02413515  0.0561032935 -0.047686274 -0.057199055
##                       191          192          193          194          195
## (Intercept)   0.141186474  0.103565617  0.152359002  0.141411958  0.103565617
## demo$career1 -0.018837794 -0.029931421 -0.032299226 -0.031158944 -0.029931421
## demo$career2  0.001305687  0.027984988  0.037041757  0.038278487  0.027984988
## demo$career3 -0.003642705 -0.030748379 -0.023005630 -0.026384273 -0.030748379
## demo$career4  0.010614326  0.013662054  0.017288600  0.016332657  0.013662054
## demo$career5  0.027280340  0.026585978  0.005032719  0.008080394  0.026585978
## demo$career6 -0.010411925  0.008044032  0.047427717  0.038994073  0.008044032
## demo$career7 -0.018807844 -0.027945715 -0.012882327 -0.015890380 -0.027945715
## demo$career8  0.025436957  0.007768521 -0.057199055 -0.045029397  0.007768521
##                      196         197          198           199          200
## (Intercept)   0.12036114  0.12996792  0.236711246  0.1127727139  0.152359002
## demo$career1 -0.02915453 -0.02995907  0.010738083 -0.0240540100 -0.032299226
## demo$career2  0.02804011  0.03277570 -0.036025844  0.0265905684  0.037041757
## demo$career3 -0.02977220 -0.02975236 -0.001075222 -0.0270198407 -0.023005630
## demo$career4  0.01698029  0.01709692  0.005017401  0.0150534356  0.017288600
## demo$career5  0.01760354  0.01299362  0.022357990  0.0299560131  0.005032719
## demo$career6  0.02289856  0.03008658 -0.021203033  0.0003031352  0.047427717
## demo$career7 -0.01840327 -0.01896504 -0.005748941 -0.0334035411 -0.012882327
## demo$career8 -0.01841455 -0.02905894  0.063124512  0.0164163336 -0.057199055
##                       201          202         203         204          205
## (Intercept)   0.103565617  0.152359002  0.12036114  0.13243999  0.158066375
## demo$career1 -0.029931421 -0.032299226 -0.02915453 -0.03043240 -0.003992931
## demo$career2  0.027984988  0.037041757  0.02804011  0.02703347 -0.017287338
## demo$career3 -0.030748379 -0.023005630 -0.02977220 -0.02622509 -0.021091766
## demo$career4  0.013662054  0.017288600  0.01698029  0.01797929  0.007416538
## demo$career5  0.026585978  0.005032719  0.01760354  0.01422648  0.034379310
## demo$career6  0.008044032  0.047427717  0.02289856  0.03211401 -0.023963009
## demo$career7 -0.027945715 -0.012882327 -0.01840327 -0.01522593 -0.016676046
## demo$career8  0.007768521 -0.057199055 -0.01841455 -0.03178036  0.059964779
##                      206          207         208          209          210
## (Intercept)   0.56192331  0.121824075  0.14806534  0.112157848  0.112247498
## demo$career1  0.02804052 -0.023682733 -0.02532861 -0.028966402 -0.029748533
## demo$career2 -0.02592082  0.008064547  0.03282117  0.028091552  0.010002489
## demo$career3  0.02321904 -0.014846083 -0.02936444 -0.031727120 -0.019051269
## demo$career4 -0.01835909  0.010124403  0.01472830  0.016019096  0.008842339
## demo$career5 -0.01287381  0.029872019  0.01281707  0.021106775  0.026464928
## demo$career6 -0.03249708 -0.010254819  0.03561309  0.015716854 -0.002041701
## demo$career7  0.01535923 -0.021522742 -0.01769440 -0.026257849 -0.016283808
## demo$career8  0.03392045  0.025665273 -0.03578124 -0.005581541  0.016585424
##                       211          212         213          214          215
## (Intercept)   0.103565617  0.114632805  0.12238615  0.152359002  0.118539002
## demo$career1 -0.029931421 -0.023438262 -0.03097404 -0.032299226 -0.022957041
## demo$career2  0.027984988  0.015939268  0.03285270  0.037041757  0.002978580
## demo$career3 -0.030748379 -0.032599488 -0.02884074 -0.023005630 -0.021956553
## demo$career4  0.013662054  0.016442829  0.01488781  0.017288600  0.006783347
## demo$career5  0.026585978  0.027948615  0.01806230  0.005032719  0.032133232
## demo$career6  0.008044032  0.001132836  0.02314376  0.047427717 -0.006946431
## demo$career7 -0.027945715 -0.027100367 -0.02042828 -0.012882327 -0.018237669
## demo$career8  0.007768521  0.018829746 -0.01690055 -0.057199055  0.028574406
##                       216         217          218         219         220
## (Intercept)   0.502128444  0.11855571  0.103565617  0.13113825  0.12996792
## demo$career1  0.025651898 -0.02619300 -0.029931421 -0.02410883 -0.02995907
## demo$career2 -0.033135852  0.02534748  0.027984988  0.02815689  0.03277570
## demo$career3  0.020161490 -0.03300349 -0.030748379 -0.03132081 -0.02975236
## demo$career4 -0.013893632  0.01070198  0.013662054  0.01354171  0.01709692
## demo$career5 -0.006650322  0.02395805  0.026585978  0.02091441  0.01299362
## demo$career6 -0.033241745  0.00844699  0.008044032  0.02153399  0.03008658
## demo$career7  0.011576742 -0.02308677 -0.027945715 -0.02495177 -0.01896504
## demo$career8  0.046396417  0.01490684  0.007768521 -0.01264399 -0.02905894
##                       221          222          223          224          225
## (Intercept)   0.147056466  0.152359002  0.152359002  0.444079870  0.237665781
## demo$career1 -0.011273929 -0.032299226 -0.032299226  0.026290130  0.009724759
## demo$career2 -0.014457578  0.037041757  0.037041757 -0.036274686 -0.037403033
## demo$career3 -0.025650409 -0.023005630 -0.023005630  0.020215141  0.003098449
## demo$career4  0.006141165  0.017288600  0.017288600 -0.011651434  0.003440756
## demo$career5  0.030746006  0.005032719  0.005032719 -0.001231782  0.020345832
## demo$career6 -0.014730206  0.047427717  0.047427717 -0.037418981 -0.025861271
## demo$career7 -0.011206206 -0.012882327 -0.012882327  0.011061236 -0.006703475
## demo$career8  0.049269343 -0.057199055 -0.057199055  0.048063694  0.070941908
##                      226         227         228         229         230
## (Intercept)   0.10957635  0.13243999  0.12472241  0.13243999  0.12996792
## demo$career1 -0.02334491 -0.03043240 -0.03029742 -0.03043240 -0.02995907
## demo$career2  0.02163898  0.02703347  0.03401295  0.02703347  0.03277570
## demo$career3 -0.03395701 -0.02622509 -0.02823019 -0.02622509 -0.02975236
## demo$career4  0.01179792  0.01797929  0.01526087  0.01797929  0.01709692
## demo$career5  0.03216332  0.01422648  0.01580839  0.01422648  0.01299362
## demo$career6  0.00352296  0.03211401  0.02541067  0.03211401  0.03008658
## demo$career7 -0.03020718 -0.01522593 -0.02290256 -0.01522593 -0.01896504
## demo$career8  0.01925657 -0.03178036 -0.02285999 -0.03178036 -0.02905894
##                       231         232          233          234          235
## (Intercept)   0.267200302  0.13423187  0.175267328  0.126214582  0.302254002
## demo$career1  0.015336582 -0.03108034 -0.007257606 -0.025652571  0.021217541
## demo$career2 -0.044574431  0.03861952 -0.024904993  0.025648813 -0.050001085
## demo$career3  0.009169339 -0.02824034 -0.003778713 -0.023397384  0.012099903
## demo$career4  0.002044070  0.01541519  0.007753946  0.016198482 -0.002522172
## demo$career5  0.016072235  0.01123793  0.026264158  0.026086869  0.007632624
## demo$career6 -0.025547363  0.03254200 -0.018792736  0.010800847 -0.032804160
## demo$career7 -0.006559472 -0.02336114 -0.015096211 -0.029664447  0.001898273
## demo$career8  0.074090623 -0.03340340  0.049893155  0.001168072  0.073578612
##                       236          237          238          239          240
## (Intercept)   0.103565617  0.103565617  0.137924898  0.118539002  0.137807600
## demo$career1 -0.029931421 -0.029931421 -0.019504388 -0.022957041 -0.018094761
## demo$career2  0.027984988  0.027984988  0.004730920  0.002978580 -0.003922217
## demo$career3 -0.030748379 -0.030748379 -0.016698798 -0.021956553 -0.010935190
## demo$career4  0.013662054  0.013662054  0.006866245  0.006783347  0.007183118
## demo$career5  0.026585978  0.026585978  0.027061189  0.032133232  0.029598094
## demo$career6  0.008044032  0.008044032 -0.010275348 -0.006946431 -0.007010030
## demo$career7 -0.027945715 -0.027945715 -0.016104849 -0.018237669 -0.015428970
## demo$career8  0.007768521  0.007768521  0.033600495  0.028574406  0.028418375
##                       241          242         243          244          245
## (Intercept)   0.103565617  0.141302951  0.12927569  0.152359002  0.302254002
## demo$career1 -0.029931421 -0.020190330 -0.03260046 -0.032299226  0.021217541
## demo$career2  0.027984988 -0.002892682  0.03295617  0.037041757 -0.050001085
## demo$career3 -0.030748379 -0.014430542 -0.02368942 -0.023005630  0.012099903
## demo$career4  0.013662054  0.004614991  0.01407263  0.017288600 -0.002522172
## demo$career5  0.026585978  0.027906688  0.01752807  0.005032719  0.007632624
## demo$career6  0.008044032 -0.010485136  0.02773078  0.047427717 -0.032804160
## demo$career7 -0.027945715 -0.019482903 -0.02110663 -0.012882327  0.001898273
## demo$career8  0.007768521  0.036769429 -0.02413515 -0.057199055  0.073578612
##                        246          247         248          249          250
## (Intercept)   0.1837505318  0.112247498  0.12996792  0.103565617  0.152359002
## demo$career1 -0.0003204869 -0.029748533 -0.02995907 -0.029931421 -0.032299226
## demo$career2 -0.0243837449  0.010002489  0.03277570  0.027984988  0.037041757
## demo$career3 -0.0126672906 -0.019051269 -0.02975236 -0.030748379 -0.023005630
## demo$career4  0.0049654728  0.008842339  0.01709692  0.013662054  0.017288600
## demo$career5  0.0295207991  0.026464928  0.01299362  0.026585978  0.005032719
## demo$career6 -0.0282593878 -0.002041701  0.03008658  0.008044032  0.047427717
## demo$career7 -0.0179107585 -0.016283808 -0.01896504 -0.027945715 -0.012882327
## demo$career8  0.0699074618  0.016585424 -0.02905894  0.007768521 -0.057199055
##                       251          252          253          254         255
## (Intercept)   0.112247498  0.132726979  0.171623388  0.112157848  0.10957635
## demo$career1 -0.029748533 -0.018945956 -0.006479498 -0.028966402 -0.02334491
## demo$career2  0.010002489  0.026680002 -0.016760789  0.028091552  0.02163898
## demo$career3 -0.019051269 -0.026592866 -0.006249448 -0.031727120 -0.03395701
## demo$career4  0.008842339  0.012456812  0.010157647  0.016019096  0.01179792
## demo$career5  0.026464928  0.029745326  0.025407947  0.021106775  0.03216332
## demo$career6 -0.002041701  0.006442968 -0.018528726  0.015716854  0.00352296
## demo$career7 -0.016283808 -0.032061274 -0.011452271 -0.026257849 -0.03020718
## demo$career8  0.016585424  0.008977330  0.046407766 -0.005581541  0.01925657
##                       256          257          258         259         260
## (Intercept)   0.130947990  0.112273759  0.114229024  0.12491442  0.12927569
## demo$career1 -0.009808842 -0.030141971 -0.030821786 -0.03145757 -0.03260046
## demo$career2  0.007073780  0.027975640  0.033013383  0.02698333  0.03295617
## demo$career3 -0.031994842 -0.028806240 -0.030774950 -0.02523144 -0.02368942
## demo$career4  0.016084635  0.014709887  0.013877280  0.01579205  0.01407263
## demo$career5  0.037316153  0.022886807  0.021576186  0.01932322  0.01752807
## demo$career6 -0.012139215  0.015600943  0.015968559  0.02521867  0.02773078
## demo$career7 -0.035151253 -0.019880254 -0.028329025 -0.01660734 -0.02110663
## demo$career8  0.040577403 -0.005697452 -0.004037103 -0.01968970 -0.02413515
##                       261          262           263         264         265
## (Intercept)   0.103565617  0.140756068  0.1284281175  0.56192331  0.56192331
## demo$career1 -0.029931421 -0.008943789 -0.0164986408  0.02804052  0.02804052
## demo$career2  0.027984988 -0.013139696  0.0007952608 -0.02592082 -0.02592082
## demo$career3 -0.030748379 -0.019111703 -0.0176487218  0.02321904  0.02321904
## demo$career4  0.013662054  0.010873108  0.0080329460 -0.01835909 -0.01835909
## demo$career5  0.026585978  0.037302511  0.0357380140 -0.01287381 -0.01287381
## demo$career6  0.008044032 -0.023631109 -0.0155067888 -0.03249708 -0.03249708
## demo$career7 -0.027945715 -0.022492387 -0.0236694386  0.01535923  0.01535923
## demo$career8  0.007768521  0.050940112  0.0381953142  0.03392045  0.03392045
##                       266          267         268          269          270
## (Intercept)   0.152359002  0.158066375  0.13236505  0.179688150  0.103565617
## demo$career1 -0.032299226 -0.003992931 -0.03042194 -0.010368456 -0.029931421
## demo$career2  0.037041757 -0.017287338  0.03379738 -0.014250304  0.027984988
## demo$career3 -0.023005630 -0.021091766 -0.02636179 -0.004263749 -0.030748379
## demo$career4  0.017288600  0.007416538  0.01620859  0.001289011  0.013662054
## demo$career5  0.005032719  0.034379310  0.01248864  0.021757101  0.026585978
## demo$career6  0.047427717 -0.023963009  0.03218895 -0.010545650  0.008044032
## demo$career7 -0.012882327 -0.016676046 -0.01528314 -0.010588462 -0.027945715
## demo$career8 -0.057199055  0.059964779 -0.03500217  0.045472333  0.007768521
##                       271          272          273         274          275
## (Intercept)   0.103565617  0.103565617  0.144421552  0.13428679  0.137807600
## demo$career1 -0.029931421 -0.029931421 -0.019328264 -0.02596240 -0.018094761
## demo$career2  0.027984988  0.027984988  0.012199327  0.03274418 -0.003922217
## demo$career3 -0.030748379 -0.030748379 -0.030242651 -0.02178557 -0.010935190
## demo$career4  0.013662054  0.013662054  0.018288635  0.01532942  0.007183118
## demo$career5  0.026585978  0.026585978  0.019739160  0.02058774  0.029598094
## demo$career6  0.008044032  0.008044032  0.009859750  0.01836202 -0.007010030
## demo$career7 -0.027945715 -0.027945715 -0.026137326 -0.02160680 -0.015428970
## demo$career8  0.007768521  0.007768521  0.006282679 -0.01547160  0.028418375
##                       276          277         278          279          280
## (Intercept)   0.125379312  0.103565617  0.12674742  0.112157848  0.302254002
## demo$career1 -0.024551338 -0.029931421 -0.03211693 -0.028966402  0.021217541
## demo$career2  0.021429705  0.027984988  0.03882554  0.028091552 -0.050001085
## demo$career3 -0.032614457 -0.030748379 -0.02729872 -0.031727120  0.012099903
## demo$career4  0.016593723  0.013662054  0.01316838  0.016019096 -0.002522172
## demo$career5  0.022812897  0.026585978  0.01626715  0.021106775  0.007632624
## demo$career6  0.009430226  0.008044032  0.02565587  0.015716854 -0.032804160
## demo$career7 -0.027537188 -0.027945715 -0.02492757 -0.026257849  0.001898273
## demo$career8  0.006456511  0.007768521 -0.02134599 -0.005581541  0.073578612
##                       281         282          283         284          285
## (Intercept)   0.103565617  0.12996792  0.158066375  0.12667511  0.152359002
## demo$career1 -0.029931421 -0.02995907 -0.003992931 -0.02294350 -0.032299226
## demo$career2  0.027984988  0.03277570 -0.017287338  0.02204922  0.037041757
## demo$career3 -0.030748379 -0.02975236 -0.021091766 -0.03289400 -0.023005630
## demo$career4  0.013662054  0.01709692  0.007416538  0.01530055  0.017288600
## demo$career5  0.026585978  0.01299362  0.034379310  0.02275084  0.005032719
## demo$career6  0.008044032  0.03008658 -0.023963009  0.01896251  0.047427717
## demo$career7 -0.027945715 -0.01896504 -0.016676046 -0.02034432 -0.012882327
## demo$career8  0.007768521 -0.02905894  0.059964779 -0.00809275 -0.057199055
##                        286          287          288          289          290
## (Intercept)   1.604697e-01  0.137924898  0.114229024  0.139885861  0.173615178
## demo$career1 -1.505516e-02 -0.019504388 -0.030821786 -0.018845058 -0.017465746
## demo$career2 -3.657499e-03  0.004730920  0.033013383 -0.006554053 -0.003139035
## demo$career3 -2.285177e-02 -0.016698798 -0.030774950 -0.022600065 -0.008439737
## demo$career4  7.482742e-06  0.006866245  0.013877280  0.008349701  0.002666314
## demo$career5  2.363150e-02  0.027061189  0.021576186  0.024935163  0.014924578
## demo$career6 -1.264071e-02 -0.010275348  0.015968559 -0.009394500 -0.007381650
## demo$career7 -6.437596e-03 -0.016104849 -0.028329025 -0.009407804 -0.001401281
## demo$career8  3.585614e-02  0.033600495 -0.004037103  0.036144036  0.022710632
##                       291         292          293          294          295
## (Intercept)   0.152359002  0.12036114  0.152359002  0.121824075  0.103565617
## demo$career1 -0.032299226 -0.02915453 -0.032299226 -0.023682733 -0.029931421
## demo$career2  0.037041757  0.02804011  0.037041757  0.008064547  0.027984988
## demo$career3 -0.023005630 -0.02977220 -0.023005630 -0.014846083 -0.030748379
## demo$career4  0.017288600  0.01698029  0.017288600  0.010124403  0.013662054
## demo$career5  0.005032719  0.01760354  0.005032719  0.029872019  0.026585978
## demo$career6  0.047427717  0.02289856  0.047427717 -0.010254819  0.008044032
## demo$career7 -0.012882327 -0.01840327 -0.012882327 -0.021522742 -0.027945715
## demo$career8 -0.057199055 -0.01841455 -0.057199055  0.025665273  0.007768521
##                       296          297           298          299          300
## (Intercept)   0.156975609  0.145655802  3.933026e-01  0.158186376  0.152359002
## demo$career1 -0.026566593 -0.032270619  2.388997e-02 -0.014367881 -0.032299226
## demo$career2  0.026803739  0.037379125 -4.161668e-02 -0.002308135  0.037041757
## demo$career3 -0.026427290 -0.024771914  1.730595e-02 -0.005161938 -0.023005630
## demo$career4  0.019002866  0.016419039 -8.373479e-03  0.007264667  0.017288600
## demo$career5  0.008978582  0.008063639  5.824873e-05  0.024229854  0.005032719
## demo$career6  0.035828726  0.041322333 -3.309423e-02 -0.010379956  0.047427717
## demo$career7 -0.019278658 -0.020134224  7.708024e-03 -0.013082868 -0.012882327
## demo$career8 -0.037308607 -0.046116675  5.779198e-02  0.033509804 -0.057199055
##                       301          302          303         304           305
## (Intercept)   0.152359002  0.163036167  0.114632805  0.13643826  0.1358217924
## demo$career1 -0.032299226 -0.015028229 -0.023438262 -0.02393931 -0.0226266154
## demo$career2  0.037041757 -0.011790793  0.015939268  0.02704980  0.0044420906
## demo$career3 -0.023005630 -0.018517020 -0.032599488 -0.03283994 -0.0215957658
## demo$career4  0.017288600  0.007463363  0.016442829  0.01546540  0.0106583826
## demo$career5  0.005032719  0.021988873  0.027948615  0.01793455  0.0225702029
## demo$career6  0.047427717 -0.009057191  0.001132836  0.02641476  0.0094259850
## demo$career7 -0.012882327 -0.009599326 -0.027100367 -0.02087494 -0.0088605746
## demo$career8 -0.057199055  0.038340148  0.018829746 -0.01922826  0.0001155204
##                      306         307          308           309           310
## (Intercept)   0.12036114  0.12238615  0.346171833  0.1963303471  0.2697168841
## demo$career1 -0.02915453 -0.03097404  0.023394033 -0.0013030410  0.0162388032
## demo$career2  0.02804011  0.03285270 -0.046162217 -0.0263408495 -0.0409371671
## demo$career3 -0.02977220 -0.02884074  0.014590388 -0.0123079255  0.0013194230
## demo$career4  0.01698029  0.01488781 -0.005310053  0.0029326117  0.0008154106
## demo$career5  0.01760354  0.01806230  0.003349656  0.0214794166  0.0146581630
## demo$career6  0.02289856  0.02314376 -0.033052961 -0.0212288672 -0.0281026546
## demo$career7 -0.01840327 -0.02042828  0.004649560 -0.0008658207  0.0023525171
## demo$career8 -0.01841455 -0.01690055  0.066208909  0.0489167553  0.0623147816
##                       311          312
## (Intercept)   0.124274832  0.118539002
## demo$career1 -0.017188238 -0.022957041
## demo$career2  0.014167399  0.002978580
## demo$career3 -0.028781802 -0.021956553
## demo$career4  0.017943975  0.006783347
## demo$career5  0.031401463  0.032133232
## demo$career6 -0.006986622 -0.006946431
## demo$career7 -0.032661974 -0.018237669
## demo$career8  0.027976421  0.028574406
## 
## $f.perms
##              [,1]
##    [1,] 0.5474702
##    [2,] 0.9698570
##    [3,] 0.8038199
##    [4,] 2.3782026
##    [5,] 1.6920482
##    [6,] 0.9120522
##    [7,] 1.1745695
##    [8,] 1.5515005
##    [9,] 0.7547177
##   [10,] 1.4837055
##   [11,] 1.3528538
##   [12,] 0.5626860
##   [13,] 0.8501204
##   [14,] 0.4990382
##   [15,] 1.4406054
##   [16,] 1.4801107
##   [17,] 0.6090764
##   [18,] 0.9308378
##   [19,] 0.6662625
##   [20,] 1.0400359
##   [21,] 1.0287953
##   [22,] 1.0756219
##   [23,] 0.6010717
##   [24,] 1.0611146
##   [25,] 0.4520773
##   [26,] 0.8714205
##   [27,] 1.0011382
##   [28,] 1.0437552
##   [29,] 1.9330688
##   [30,] 0.9221460
##   [31,] 1.0698976
##   [32,] 1.1430315
##   [33,] 0.8109566
##   [34,] 1.1663433
##   [35,] 0.8290597
##   [36,] 0.7748564
##   [37,] 1.1869737
##   [38,] 1.6996385
##   [39,] 0.8876865
##   [40,] 1.2065946
##   [41,] 0.5996838
##   [42,] 0.7111863
##   [43,] 1.6804137
##   [44,] 0.7223457
##   [45,] 0.7072158
##   [46,] 1.0077292
##   [47,] 1.3877819
##   [48,] 1.5207436
##   [49,] 0.5404622
##   [50,] 1.0621222
##   [51,] 0.4471281
##   [52,] 0.7614258
##   [53,] 0.6345586
##   [54,] 1.2358464
##   [55,] 0.9351148
##   [56,] 2.1340741
##   [57,] 0.4670954
##   [58,] 0.9343831
##   [59,] 1.1817393
##   [60,] 0.7926727
##   [61,] 0.9763301
##   [62,] 0.4741290
##   [63,] 0.6839277
##   [64,] 0.6225873
##   [65,] 0.5034190
##   [66,] 1.3737852
##   [67,] 0.5584007
##   [68,] 0.7096572
##   [69,] 0.6998110
##   [70,] 0.8163311
##   [71,] 0.6106176
##   [72,] 0.4636336
##   [73,] 0.6596300
##   [74,] 0.8676714
##   [75,] 0.7625946
##   [76,] 1.3255369
##   [77,] 1.8939488
##   [78,] 0.8088031
##   [79,] 0.6382301
##   [80,] 1.1417242
##   [81,] 0.8135932
##   [82,] 0.6686279
##   [83,] 0.8651092
##   [84,] 0.6351297
##   [85,] 0.5285276
##   [86,] 0.7901113
##   [87,] 0.3892944
##   [88,] 0.7964851
##   [89,] 0.4343834
##   [90,] 1.0541566
##   [91,] 1.4590592
##   [92,] 0.8282769
##   [93,] 0.8236119
##   [94,] 0.8186667
##   [95,] 0.7089692
##   [96,] 0.2315310
##   [97,] 0.7497984
##   [98,] 0.7819938
##   [99,] 1.3559886
##  [100,] 0.9716173
##  [101,] 1.0408347
##  [102,] 0.7448398
##  [103,] 0.9480662
##  [104,] 0.5522470
##  [105,] 0.8503134
##  [106,] 1.1857602
##  [107,] 1.3312256
##  [108,] 0.7539821
##  [109,] 2.0717478
##  [110,] 0.6691175
##  [111,] 0.6563303
##  [112,] 1.0707173
##  [113,] 0.7768497
##  [114,] 0.9895880
##  [115,] 1.0082015
##  [116,] 0.9562283
##  [117,] 0.8287076
##  [118,] 0.9598967
##  [119,] 1.7014495
##  [120,] 0.6329950
##  [121,] 2.2386159
##  [122,] 1.4317729
##  [123,] 0.6649839
##  [124,] 1.6079764
##  [125,] 1.1656977
##  [126,] 0.9851090
##  [127,] 0.6656691
##  [128,] 0.9469107
##  [129,] 1.4246414
##  [130,] 0.7765469
##  [131,] 1.1903875
##  [132,] 1.9477346
##  [133,] 1.3179208
##  [134,] 0.7093240
##  [135,] 0.7654532
##  [136,] 1.0478622
##  [137,] 1.1209097
##  [138,] 1.2341739
##  [139,] 0.6224881
##  [140,] 0.4719577
##  [141,] 0.9497282
##  [142,] 0.8974744
##  [143,] 0.6453321
##  [144,] 1.8598655
##  [145,] 1.0913072
##  [146,] 0.9025444
##  [147,] 1.6644615
##  [148,] 1.3134203
##  [149,] 1.5246727
##  [150,] 0.9711309
##  [151,] 0.4072863
##  [152,] 0.9619321
##  [153,] 0.9816089
##  [154,] 1.0499625
##  [155,] 0.6112804
##  [156,] 1.1791334
##  [157,] 0.6681767
##  [158,] 0.5586999
##  [159,] 1.0156974
##  [160,] 0.7453982
##  [161,] 1.2993155
##  [162,] 1.0013370
##  [163,] 1.1219743
##  [164,] 1.0044732
##  [165,] 1.5080878
##  [166,] 0.9204350
##  [167,] 0.6291442
##  [168,] 0.6785814
##  [169,] 2.4431372
##  [170,] 1.4696521
##  [171,] 1.3082503
##  [172,] 0.4014381
##  [173,] 2.0651805
##  [174,] 1.0780349
##  [175,] 1.5664113
##  [176,] 2.8942128
##  [177,] 1.1237422
##  [178,] 1.0155680
##  [179,] 0.8914981
##  [180,] 0.3544038
##  [181,] 0.6189502
##  [182,] 1.7830928
##  [183,] 0.7939299
##  [184,] 0.5163069
##  [185,] 1.1854705
##  [186,] 1.0237854
##  [187,] 1.2155958
##  [188,] 0.7224491
##  [189,] 0.9062987
##  [190,] 1.5619452
##  [191,] 1.4545531
##  [192,] 0.6597860
##  [193,] 0.4238973
##  [194,] 0.5375610
##  [195,] 1.5354066
##  [196,] 1.7027752
##  [197,] 1.1282346
##  [198,] 1.1543641
##  [199,] 2.1583472
##  [200,] 0.9770447
##  [201,] 0.5400723
##  [202,] 1.5832763
##  [203,] 1.0233463
##  [204,] 0.8558555
##  [205,] 0.4910588
##  [206,] 1.4414488
##  [207,] 0.8286788
##  [208,] 0.9628401
##  [209,] 0.6433810
##  [210,] 0.7973231
##  [211,] 0.5102711
##  [212,] 1.3101407
##  [213,] 0.7678234
##  [214,] 0.8852964
##  [215,] 0.6755646
##  [216,] 1.2636909
##  [217,] 1.0332820
##  [218,] 1.2041052
##  [219,] 0.7066879
##  [220,] 1.5458110
##  [221,] 1.0857393
##  [222,] 0.5506114
##  [223,] 0.5921219
##  [224,] 0.7363478
##  [225,] 0.3153405
##  [226,] 0.5707116
##  [227,] 1.0851085
##  [228,] 1.6942413
##  [229,] 0.7018048
##  [230,] 0.8434912
##  [231,] 0.6724217
##  [232,] 1.1321677
##  [233,] 1.2034143
##  [234,] 0.8711110
##  [235,] 0.8136331
##  [236,] 0.7853537
##  [237,] 2.1581926
##  [238,] 0.7615053
##  [239,] 1.0950254
##  [240,] 0.4015660
##  [241,] 0.4523828
##  [242,] 0.9205580
##  [243,] 1.3397990
##  [244,] 1.0318895
##  [245,] 1.0632670
##  [246,] 0.7205837
##  [247,] 0.7943654
##  [248,] 0.2977797
##  [249,] 1.8134948
##  [250,] 0.8205803
##  [251,] 1.6810232
##  [252,] 0.8895275
##  [253,] 0.5942123
##  [254,] 0.8347599
##  [255,] 0.7140252
##  [256,] 1.4703100
##  [257,] 1.0051781
##  [258,] 0.5683242
##  [259,] 1.0975392
##  [260,] 0.8077710
##  [261,] 0.7181977
##  [262,] 1.0712150
##  [263,] 0.4986989
##  [264,] 1.1758577
##  [265,] 0.6598410
##  [266,] 0.6512086
##  [267,] 2.2438610
##  [268,] 1.2756254
##  [269,] 0.7377368
##  [270,] 0.6310170
##  [271,] 0.5558143
##  [272,] 1.1431343
##  [273,] 1.5677163
##  [274,] 0.9224779
##  [275,] 0.7336035
##  [276,] 0.6908315
##  [277,] 0.8855971
##  [278,] 0.6692364
##  [279,] 0.9475034
##  [280,] 1.7897141
##  [281,] 0.6684834
##  [282,] 1.1039429
##  [283,] 1.0743954
##  [284,] 0.8379905
##  [285,] 1.2698025
##  [286,] 0.7813069
##  [287,] 0.5557709
##  [288,] 0.6198026
##  [289,] 0.9076127
##  [290,] 1.0542204
##  [291,] 1.8313211
##  [292,] 0.6133916
##  [293,] 0.4355000
##  [294,] 1.3061415
##  [295,] 0.9757642
##  [296,] 0.7875294
##  [297,] 0.4292456
##  [298,] 0.7660013
##  [299,] 1.1114395
##  [300,] 1.2319876
##  [301,] 1.0598796
##  [302,] 0.7362406
##  [303,] 0.5713918
##  [304,] 1.0853264
##  [305,] 0.9522716
##  [306,] 0.4768910
##  [307,] 0.8877995
##  [308,] 1.0243473
##  [309,] 0.7302990
##  [310,] 0.7160111
##  [311,] 0.8038452
##  [312,] 0.7000721
##  [313,] 0.7596890
##  [314,] 1.3287819
##  [315,] 0.4049870
##  [316,] 0.5025089
##  [317,] 0.6346522
##  [318,] 0.7084503
##  [319,] 1.0256709
##  [320,] 0.6208907
##  [321,] 0.7298279
##  [322,] 1.0174954
##  [323,] 0.7201121
##  [324,] 0.6293576
##  [325,] 0.9483665
##  [326,] 1.3817846
##  [327,] 0.7808031
##  [328,] 0.7464651
##  [329,] 0.5345694
##  [330,] 1.0899834
##  [331,] 1.2965434
##  [332,] 1.2142387
##  [333,] 1.1211287
##  [334,] 1.7681742
##  [335,] 0.8041984
##  [336,] 1.1743041
##  [337,] 0.6759915
##  [338,] 0.8617787
##  [339,] 1.0521369
##  [340,] 1.3544305
##  [341,] 0.8030508
##  [342,] 0.6959594
##  [343,] 1.2047797
##  [344,] 1.0697381
##  [345,] 0.6578495
##  [346,] 0.4213550
##  [347,] 0.7646731
##  [348,] 1.5547024
##  [349,] 0.4288131
##  [350,] 1.1981036
##  [351,] 1.9075055
##  [352,] 1.3088983
##  [353,] 0.9611325
##  [354,] 0.4664914
##  [355,] 0.4580590
##  [356,] 1.3503855
##  [357,] 1.0448374
##  [358,] 1.1643689
##  [359,] 2.4410090
##  [360,] 1.3517519
##  [361,] 0.2313290
##  [362,] 0.5659514
##  [363,] 1.9598061
##  [364,] 0.4522548
##  [365,] 0.9646766
##  [366,] 1.1717153
##  [367,] 1.0423761
##  [368,] 0.8062705
##  [369,] 1.2156167
##  [370,] 1.5066072
##  [371,] 1.5857672
##  [372,] 0.6851185
##  [373,] 1.2611429
##  [374,] 1.3642120
##  [375,] 1.1575242
##  [376,] 0.6879303
##  [377,] 1.1302117
##  [378,] 1.4984078
##  [379,] 1.2188605
##  [380,] 0.4468892
##  [381,] 0.6940136
##  [382,] 0.9971098
##  [383,] 0.4916182
##  [384,] 0.8043952
##  [385,] 0.8188961
##  [386,] 1.7366786
##  [387,] 0.8114064
##  [388,] 0.5739371
##  [389,] 1.3907068
##  [390,] 1.1080617
##  [391,] 1.1121607
##  [392,] 1.1165287
##  [393,] 0.8348956
##  [394,] 1.2917288
##  [395,] 2.1868529
##  [396,] 1.4143181
##  [397,] 0.9112621
##  [398,] 1.3507373
##  [399,] 0.9740329
##  [400,] 0.6033260
##  [401,] 1.6473854
##  [402,] 0.8209127
##  [403,] 0.6473762
##  [404,] 0.6775368
##  [405,] 1.6316878
##  [406,] 1.1101222
##  [407,] 0.5076213
##  [408,] 0.2817175
##  [409,] 0.6959665
##  [410,] 0.7516479
##  [411,] 1.4982971
##  [412,] 0.9240544
##  [413,] 0.6693227
##  [414,] 3.6901805
##  [415,] 1.9366743
##  [416,] 0.7505247
##  [417,] 1.5270309
##  [418,] 0.4506089
##  [419,] 0.2421128
##  [420,] 1.0155674
##  [421,] 0.3326829
##  [422,] 0.9450027
##  [423,] 0.7841850
##  [424,] 0.8921693
##  [425,] 1.3979266
##  [426,] 0.6658987
##  [427,] 0.6919440
##  [428,] 0.5814415
##  [429,] 0.2888554
##  [430,] 0.7186837
##  [431,] 0.6087263
##  [432,] 0.6584369
##  [433,] 1.1964378
##  [434,] 1.7085176
##  [435,] 1.3651082
##  [436,] 1.4708924
##  [437,] 1.1918422
##  [438,] 1.0275296
##  [439,] 0.4181979
##  [440,] 0.6011653
##  [441,] 0.3229717
##  [442,] 0.8890652
##  [443,] 1.6155059
##  [444,] 0.7823110
##  [445,] 0.6944000
##  [446,] 0.7739190
##  [447,] 1.5231365
##  [448,] 1.1708921
##  [449,] 0.7328120
##  [450,] 0.4930610
##  [451,] 2.1358522
##  [452,] 0.7360019
##  [453,] 1.1011834
##  [454,] 1.1131262
##  [455,] 0.8920285
##  [456,] 1.0952230
##  [457,] 1.3645378
##  [458,] 0.7488149
##  [459,] 0.3688806
##  [460,] 1.5060205
##  [461,] 0.5815747
##  [462,] 1.2570812
##  [463,] 0.4685317
##  [464,] 0.5158228
##  [465,] 0.8910232
##  [466,] 1.8410520
##  [467,] 1.7702991
##  [468,] 0.5855323
##  [469,] 0.7427548
##  [470,] 1.9769953
##  [471,] 1.2663783
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##  [512,] 0.5130024
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##  [514,] 0.6365162
##  [515,] 2.7407336
##  [516,] 1.0425518
##  [517,] 0.6738703
##  [518,] 1.5176361
##  [519,] 0.7815457
##  [520,] 1.2821715
##  [521,] 0.5921736
##  [522,] 1.8864066
##  [523,] 1.1063629
##  [524,] 0.6870182
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##  [528,] 0.5041766
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##  [530,] 1.2523415
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##  [561,] 1.1246289
##  [562,] 1.7095320
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##  [570,] 1.0951780
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##  [573,] 0.6233928
##  [574,] 0.6920470
##  [575,] 0.9833169
##  [576,] 1.8916044
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##  [579,] 0.8549464
##  [580,] 0.8969556
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##  [582,] 1.7444650
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##  [589,] 1.7645969
##  [590,] 0.5956443
##  [591,] 0.4833370
##  [592,] 1.1608492
##  [593,] 0.4311806
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##  [596,] 0.9376241
##  [597,] 1.7607500
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##  [599,] 0.6993051
##  [600,] 0.5630564
##  [601,] 0.5316344
##  [602,] 1.6887264
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##  [671,] 1.0267927
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##  [673,] 0.9638251
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##  [683,] 0.5766789
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##  [685,] 0.9820532
##  [686,] 0.8693524
##  [687,] 0.9249511
##  [688,] 0.8709132
##  [689,] 2.9431178
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##  [691,] 0.9776345
##  [692,] 1.1128020
##  [693,] 0.5447893
##  [694,] 1.0605484
##  [695,] 0.9372594
##  [696,] 2.6295798
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##  [698,] 0.4127659
##  [699,] 1.0991231
##  [700,] 0.9504893
##  [701,] 1.2803728
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##  [714,] 0.5429492
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##  [720,] 1.2708022
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##  [722,] 1.1706827
##  [723,] 0.3389354
##  [724,] 0.4643814
##  [725,] 0.4982695
##  [726,] 1.1231874
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##  [729,] 0.8981005
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##  [731,] 0.8924068
##  [732,] 0.5208433
##  [733,] 1.2401271
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##  [745,] 0.6605833
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##  [749,] 1.1374208
##  [750,] 0.6390859
##  [751,] 0.6235370
##  [752,] 0.4963721
##  [753,] 1.3274418
##  [754,] 0.4828278
##  [755,] 1.2874935
##  [756,] 0.8261683
##  [757,] 1.4473320
##  [758,] 0.6308616
##  [759,] 0.9346539
##  [760,] 1.2744494
##  [761,] 1.2959676
##  [762,] 1.6446051
##  [763,] 1.8144169
##  [764,] 1.0345708
##  [765,] 0.5725499
##  [766,] 0.9541742
##  [767,] 0.4504393
##  [768,] 0.8084448
##  [769,] 0.9817957
##  [770,] 0.3190805
##  [771,] 0.7730480
##  [772,] 1.5531526
##  [773,] 0.8367696
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##  [775,] 1.2611295
##  [776,] 1.0640610
##  [777,] 0.7071954
##  [778,] 1.6314499
##  [779,] 0.5978206
##  [780,] 1.8399823
##  [781,] 0.9216415
##  [782,] 1.0720322
##  [783,] 0.6295727
##  [784,] 0.7878123
##  [785,] 1.1324145
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##  [834,] 0.8906276
##  [835,] 1.3262738
##  [836,] 0.9409607
##  [837,] 0.8443247
##  [838,] 0.5577521
##  [839,] 1.3613079
##  [840,] 0.9289976
##  [841,] 0.6387431
##  [842,] 0.7000203
##  [843,] 0.8601442
##  [844,] 0.8882618
##  [845,] 1.2029460
##  [846,] 1.6561778
##  [847,] 2.2049222
##  [848,] 0.8728065
##  [849,] 0.6730873
##  [850,] 4.2673014
##  [851,] 0.5559019
##  [852,] 0.8064753
##  [853,] 1.0417913
##  [854,] 1.6821375
##  [855,] 0.3956029
##  [856,] 0.5030508
##  [857,] 1.6931989
##  [858,] 0.8780994
##  [859,] 0.5567756
##  [860,] 1.1501111
##  [861,] 0.4538710
##  [862,] 1.0643173
##  [863,] 1.1148972
##  [864,] 1.2289640
##  [865,] 0.9923853
##  [866,] 1.5393191
##  [867,] 1.5132229
##  [868,] 0.5627223
##  [869,] 1.1561861
##  [870,] 0.9001252
##  [871,] 1.4903584
##  [872,] 1.2132879
##  [873,] 1.0041353
##  [874,] 0.6084686
##  [875,] 1.4039097
##  [876,] 0.4804352
##  [877,] 0.4431898
##  [878,] 0.6450188
##  [879,] 1.1047334
##  [880,] 0.9208327
##  [881,] 1.0202006
##  [882,] 1.3391709
##  [883,] 2.0490735
##  [884,] 0.8701411
##  [885,] 0.6820337
##  [886,] 0.4263087
##  [887,] 1.2176586
##  [888,] 0.5728506
##  [889,] 1.7826185
##  [890,] 0.5652570
##  [891,] 0.6350673
##  [892,] 0.9274816
##  [893,] 0.7048592
##  [894,] 1.5032947
##  [895,] 1.7055863
##  [896,] 0.5282497
##  [897,] 1.1036910
##  [898,] 0.6717352
##  [899,] 0.9491046
##  [900,] 0.6127765
##  [901,] 0.7122110
##  [902,] 1.3639905
##  [903,] 1.2794734
##  [904,] 0.5621823
##  [905,] 1.5303436
##  [906,] 0.5810851
##  [907,] 0.8550345
##  [908,] 0.9910507
##  [909,] 0.9517417
##  [910,] 1.1147459
##  [911,] 1.2555380
##  [912,] 0.5962139
##  [913,] 0.9934496
##  [914,] 0.9395206
##  [915,] 0.9194898
##  [916,] 0.8085605
##  [917,] 1.1314200
##  [918,] 0.9246929
##  [919,] 0.6886528
##  [920,] 0.8165298
##  [921,] 0.6146025
##  [922,] 0.5890067
##  [923,] 0.5417589
##  [924,] 0.6577196
##  [925,] 0.6449960
##  [926,] 0.6487331
##  [927,] 0.9450733
##  [928,] 0.4734246
##  [929,] 0.5115635
##  [930,] 0.7500641
##  [931,] 0.7902895
##  [932,] 1.0503067
##  [933,] 1.4058343
##  [934,] 2.2589912
##  [935,] 0.4473794
##  [936,] 1.0986564
##  [937,] 1.3502241
##  [938,] 0.7592109
##  [939,] 0.7078170
##  [940,] 0.9677032
##  [941,] 0.6696383
##  [942,] 0.5649617
##  [943,] 0.9561919
##  [944,] 1.8506401
##  [945,] 0.5938165
##  [946,] 1.0886006
##  [947,] 0.5355791
##  [948,] 0.3601370
##  [949,] 0.9193818
##  [950,] 0.9079034
##  [951,] 0.7361406
##  [952,] 1.3064207
##  [953,] 1.0116892
##  [954,] 0.5115891
##  [955,] 1.1085466
##  [956,] 0.9230056
##  [957,] 1.3275763
##  [958,] 1.5348763
##  [959,] 0.5861661
##  [960,] 1.0811058
##  [961,] 1.3373211
##  [962,] 0.8462182
##  [963,] 2.4662219
##  [964,] 0.5426368
##  [965,] 1.0726248
##  [966,] 0.7208703
##  [967,] 0.9066534
##  [968,] 0.6652672
##  [969,] 1.0531361
##  [970,] 1.3243412
##  [971,] 0.6888367
##  [972,] 1.0098621
##  [973,] 1.8705917
##  [974,] 1.4820145
##  [975,] 1.0909006
##  [976,] 0.7876410
##  [977,] 1.3009150
##  [978,] 0.3393464
##  [979,] 0.7196650
##  [980,] 1.8427855
##  [981,] 0.5397870
##  [982,] 1.6159655
##  [983,] 1.1551308
##  [984,] 0.4441716
##  [985,] 0.7631494
##  [986,] 1.1868082
##  [987,] 0.5680977
##  [988,] 1.5254517
##  [989,] 0.7801450
##  [990,] 0.5282413
##  [991,] 0.9148474
##  [992,] 0.8264534
##  [993,] 1.0452376
##  [994,] 0.7599643
##  [995,] 0.9012423
##  [996,] 0.8000553
##  [997,] 0.7139091
##  [998,] 0.3861980
##  [999,] 2.0265294
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
## 4             1            0            0            0            1
## 5             1            0            0            0            1
## 6             1            0            0            0            1
## 7             1            0            0            0            1
## 8             1            0            0            0            0
## 9             1            0            0            0            1
## 10            1            0            0            0            0
## 11            1            0            1            0            0
## 12            1            0            0            0            1
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            0            0            0            0
## 16            1           -1           -1           -1           -1
## 17            1            0            0            0            1
## 18            1            0            0            1            0
## 19            1            0            0            0            0
## 20            1            0            0            0            1
## 21            1            1            0            0            0
## 22            1            0            0            0            1
## 23            1            0            0            0            0
## 24            1            0            0            0            1
## 25            1            0            0            0            1
## 26            1            0            0            0            0
## 27            1            0            0            0            1
## 28            1            0            0            0            1
## 29            1            0            0            0            1
## 30            1            0            0            0            0
## 31            1            0            0            0            1
## 32            1            0            0            0            1
## 33            1            1            0            0            0
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## 35            1            0            0            0            1
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## 37            1            0            0            0            0
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## 39            1            0            0            0            1
## 40            1            0            0            0            1
## 41            1            0            0            0            0
## 42            1            0            0            0            0
## 43            1            1            0            0            0
## 44            1            1            0            0            0
## 45            1            0            0            0            1
## 46            1            0            0            1            0
## 47            1            0            0            0            1
## 48            1            0            0            0            0
## 49            1            0            0            0            1
## 50            1            1            0            0            0
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## 54            1            0            0            0            1
## 55            1            0            0            0            0
## 56            1            0            0            0            0
## 57            1           -1           -1           -1           -1
## 58            1            0            0            0            0
## 59            1            0            0            0            1
## 60            1            0            1            0            0
## 61            1            1            0            0            0
## 62            1            0            0            1            0
## 63            1            0            0            0            1
## 64            1            0            0            0            1
## 65            1            1            0            0            0
## 66            1            0            0            0            1
## 67            1            0            0            0            0
## 68            1            0            0            0            0
## 69            1            0            1            0            0
## 70            1            0            0            0            1
## 71            1            0            0            0            0
## 72            1            0            0            0            0
## 73            1            0            0            0            0
## 74            1            0            0            0            1
## 75            1            0            0            0            0
## 76            1            0            0            0            0
## 77            1            0            0            0            0
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## sd ~ demo$career
## attr(,"variables")
## list(sd, demo$career)
## attr(,"factors")
##             demo$career
## sd                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.

Self-Efficacy

Now, Self-Efficacy:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.2444 0.030554    1.22 0.03121  0.243
## Residuals   303    7.5881 0.025043         0.96879       
## Total       311    7.8325                  1.00000       
## 
## $call
## adonis(formula = se ~ demo$career)
## 
## $coefficients
##              self_determition_ave         se1         se2         se3
## (Intercept)            3.77925092  3.93584206  4.26881098  3.90178357
## demo$career1           0.20297130 -0.02473095  0.06452235 -0.01289468
## demo$career2          -0.27155861 -0.08968821 -0.19188790 -0.20947588
## demo$career3           0.11408241  0.06415794  0.26452235  0.03154976
## demo$career4          -0.09892305 -0.37846501 -0.35897491 -0.27883275
## demo$career5           0.03186019  0.03638017 -0.07436654  0.01488309
## demo$career6          -0.36925092 -0.33584206 -0.46881098 -0.35178357
## demo$career7           0.04932051  0.34987223  0.30261759  0.52678785
## demo$career8           0.48741575 -0.01917539 -0.10214431 -0.15178357
##                      se4         se5 self_efficacy_ave
## (Intercept)   4.02882102  4.18731271       4.064514068
## demo$career1  0.08229009  0.07935396       0.037708154
## demo$career2 -0.49035948 -0.26423578      -0.249129453
## demo$career3  0.03784564  0.21268729       0.122152598
## demo$career4 -0.33209971 -0.26108320      -0.321891117
## demo$career5  0.17951231  0.03490951       0.038263710
## demo$career6 -0.12882102 -0.28731271      -0.314514068
## demo$career7  0.54260755  0.52697301       0.449771646
## demo$career8  0.13784564  0.14602063       0.002152598
## 
## $coef.sites
##                          1           2            3           4             5
## (Intercept)   0.1203538876  0.09995079  0.096529170  0.09958055  0.1203538876
## demo$career1 -0.0105037753 -0.01567165 -0.020326403 -0.01369178 -0.0105037753
## demo$career2  0.0264572320  0.01609643 -0.006822402  0.01254377  0.0264572320
## demo$career3 -0.0237502759 -0.03461849 -0.037449194 -0.03409600 -0.0237502759
## demo$career4  0.0423337379  0.03752816  0.019744203  0.03682846  0.0423337379
## demo$career5  0.0027717616  0.01327305  0.027837592  0.01580307  0.0027717616
## demo$career6  0.0471829585  0.03807863  0.023404412  0.03274842  0.0471829585
## demo$career7 -0.0539100742 -0.03891929 -0.004004978 -0.03975448 -0.0539100742
## demo$career8  0.0009204835  0.01332163  0.030909848  0.02099752  0.0009204835
##                         6            7             8            9           10
## (Intercept)   0.122564826  0.176012879  0.1203538876  0.102163505  0.565347952
## demo$career1 -0.015171327 -0.006231068 -0.0105037753 -0.012398690  0.009396619
## demo$career2 -0.021966835 -0.032941891  0.0264572320 -0.009097033 -0.012217571
## demo$career3 -0.032203122 -0.020685026 -0.0237502759 -0.037066843  0.024547268
## demo$career4  0.006317845 -0.004033138  0.0423337379  0.026154852 -0.034327743
## demo$career5  0.028525875  0.021741905  0.0027717616  0.026790218 -0.008031700
## demo$career6  0.011476671  0.003954326  0.0471829585  0.025289967 -0.040239458
## demo$career7  0.002827523  0.008619744 -0.0539100742 -0.011650423  0.043172912
## demo$career8  0.034824099  0.035089671  0.0009204835  0.038978383 -0.012386899
##                        11           12           13           14           15
## (Intercept)   0.114001829  0.093528437  0.096529170  0.095761324  0.109031988
## demo$career1 -0.012446471 -0.017414226 -0.020326403 -0.019884590 -0.014153288
## demo$career2 -0.014633393 -0.001409786 -0.006822402 -0.007357189  0.013392584
## demo$career3 -0.033861107 -0.039317557 -0.037449194 -0.037270832 -0.033805823
## demo$career4  0.018186926  0.026383331  0.019744203  0.019646194  0.034362361
## demo$career5  0.026454445  0.025650591  0.027837592  0.028760231  0.014159403
## demo$career6  0.022364604  0.031060734  0.023404412  0.022296790  0.043737925
## demo$career7 -0.007680718 -0.011344391 -0.004004978 -0.004492460 -0.032759787
## demo$career8  0.041613566  0.029056216  0.030909848  0.033043292  0.007194511
##                        16           17           18           19            20
## (Intercept)   0.095761324  0.113549095  0.097122663  0.116373414  0.1095580967
## demo$career1 -0.019884590 -0.010061181 -0.013896271 -0.010506714 -0.0144977908
## demo$career2 -0.007357189  0.025246715 -0.008475782  0.025771532 -0.0212725608
## demo$career3 -0.037270832 -0.025469758 -0.037962780 -0.025017641 -0.0335055524
## demo$career4  0.019646194  0.042082650  0.025978485  0.042303584  0.0154317346
## demo$career5  0.028760231  0.005922484  0.027847592  0.003981798  0.0304822770
## demo$career6  0.022296790  0.042172275  0.025706806  0.045720041  0.0198139781
## demo$career7 -0.004492460 -0.055606661 -0.012145458 -0.054800255 -0.0007356746
## demo$career8  0.033043292  0.009938581  0.037500920  0.003843107  0.0423767435
##                        21            22            23            24
## (Intercept)   0.095324773  1.933501e-01  0.1385872412  0.1075360910
## demo$career1 -0.014627646 -4.757659e-03 -0.0090281622 -0.0168896151
## demo$career2 -0.007160147 -3.005632e-02 -0.0175026575 -0.0155342186
## demo$career3 -0.038372447 -1.859717e-02 -0.0292355456 -0.0356774381
## demo$career4  0.025824780 -6.657498e-03  0.0153795852  0.0149232697
## demo$career5  0.027914294  2.089492e-02  0.0240704878  0.0294003680
## demo$career6  0.026493757  1.707218e-05  0.0122942396  0.0164551869
## demo$career7 -0.012105001  1.462471e-02 -0.0007641328  0.0004037535
## demo$career8  0.036072045  3.567568e-02  0.0370947640  0.0318200833
##                        25           26           27           28            29
## (Intercept)   0.095761324  0.583211565  0.101862952  0.250351115  0.1203538876
## demo$career1 -0.019884590  0.009564287 -0.014825332 -0.002163639 -0.0105037753
## demo$career2 -0.007357189 -0.011211906  0.001653834 -0.032684590  0.0264572320
## demo$career3 -0.037270832  0.024460935 -0.034297121 -0.007603501 -0.0237502759
## demo$career4  0.019646194 -0.035150502  0.028887462 -0.018132347  0.0423337379
## demo$career5  0.028760231 -0.008961882  0.019730938  0.013549933  0.0027717616
## demo$career6  0.022296790 -0.038887391  0.037324744 -0.011954732  0.0471829585
## demo$career7 -0.004492460  0.042446699 -0.019237176  0.023085170 -0.0539100742
## demo$career8  0.033043292 -0.012092265  0.023153243  0.024643594  0.0009204835
##                        30           31           32           33           34
## (Intercept)   0.141077086  0.110936997  0.540725731  0.123968092  0.108265664
## demo$career1 -0.012276190 -0.012799635  0.007757666 -0.014343054 -0.018437272
## demo$career2 -0.019675960  0.019190299 -0.015047626 -0.024121252 -0.001357566
## demo$career3 -0.027308048 -0.028156319  0.023235287 -0.031659193 -0.037365891
## demo$career4  0.005465839  0.039571499 -0.033795116  0.006477813  0.017296116
## demo$career5  0.026112580  0.007653321 -0.005352775  0.028812096  0.025276757
## demo$career6  0.009243543  0.044079794 -0.040925725  0.010754943  0.022006781
## demo$career7  0.003813758 -0.045219941  0.042765680  0.002388331 -0.016189458
## demo$career8  0.039807767  0.006065310 -0.007646419  0.036155032  0.026147661
##                        35           36           37           38           39
## (Intercept)   0.173574036  0.110442885  0.114152701  0.103752687  0.540725731
## demo$career1 -0.003365672 -0.011479250 -0.010474001 -0.020277500  0.007757666
## demo$career2 -0.034566571  0.020450011  0.025618312 -0.005415272 -0.015047626
## demo$career3 -0.022319265 -0.032202262 -0.025651748 -0.035271769  0.023235287
## demo$career4 -0.002737561  0.037325344  0.042086753  0.020391521 -0.033795116
## demo$career5  0.025348206  0.011667008  0.005142453  0.024967269 -0.005352775
## demo$career6  0.003671179  0.044003310  0.043100426  0.028228308 -0.040925725
## demo$career7  0.005749991 -0.043466458 -0.054992054 -0.003572161  0.042765680
## demo$career8  0.036503665  0.007512304  0.008067995  0.022760800 -0.007646419
##                        40           41           42          43           44
## (Intercept)   0.113963036  0.105632049  0.111300088  0.10328746  0.104153638
## demo$career1 -0.019273127 -0.015613841 -0.016318786 -0.01820382 -0.014203802
## demo$career2 -0.010435297  0.017005598  0.004576046  0.01264960  0.018213130
## demo$career3 -0.033392838 -0.032507864 -0.025867191 -0.03343739 -0.036584721
## demo$career4  0.012454273  0.037793395  0.028995258  0.03197258  0.035707918
## demo$career5  0.024768553  0.011433896  0.013000180  0.01475159  0.015695965
## demo$career6  0.024765168  0.040814450  0.033528976  0.03205087  0.041293013
## demo$career7 -0.001086993 -0.038282330 -0.025385088 -0.03331347 -0.037244141
## demo$career8  0.025075372  0.008084644  0.018015217  0.01275650  0.008386341
##                         45           46            47           48           49
## (Intercept)   0.1203538876  0.163795278  0.4574398349  0.338194513  0.122564826
## demo$career1 -0.0105037753 -0.004760476  0.0011916215  0.010262561 -0.015171327
## demo$career2  0.0264572320 -0.029236357 -0.0185573847 -0.035956249 -0.021966835
## demo$career3 -0.0237502759 -0.025616721  0.0130894620  0.006697456 -0.032203122
## demo$career4  0.0423337379  0.001121119 -0.0311047405 -0.024868745  0.006317845
## demo$career5  0.0027717616  0.025346360  0.0051726727  0.004587413  0.028525875
## demo$career6  0.0471829585  0.001202752 -0.0362867910 -0.028305809  0.011476671
## demo$career7 -0.0539100742  0.003524813  0.0360055207  0.032468238  0.002827523
## demo$career8  0.0009204835  0.034735505  0.0008956332  0.021163924  0.034824099
##                        50           51           52           53           54
## (Intercept)   0.097627772  0.583211565  0.218815005  0.100210860  0.583211565
## demo$career1 -0.020368023  0.009564287 -0.002604705 -0.016765379  0.009564287
## demo$career2 -0.006629485 -0.011211906 -0.024214589 -0.014140630 -0.011211906
## demo$career3 -0.037501753  0.024460935 -0.015354072 -0.036015491  0.024460935
## demo$career4  0.019895492 -0.035150502 -0.011775970  0.019201139 -0.035150502
## demo$career5  0.027035643 -0.008961882  0.018793217  0.030093758 -0.008961882
## demo$career6  0.025164168 -0.038887391 -0.004974056  0.017782447 -0.038887391
## demo$career7 -0.003857570  0.042446699  0.015586284 -0.004675489  0.042446699
## demo$career8  0.028453118 -0.012092265  0.022675366  0.039544762 -0.012092265
##                        55           56           57           58           59
## (Intercept)   0.097101279  0.100210860  0.092774937  0.106119959  0.098144580
## demo$career1 -0.018279937 -0.016765379 -0.016975726 -0.012880244 -0.019411419
## demo$career2 -0.010755760 -0.014140630 -0.001913683  0.023956739  0.006038606
## demo$career3 -0.036940040 -0.036015491 -0.039152900 -0.030859297 -0.040621894
## demo$career4  0.018868884  0.019201139  0.026313518  0.040663535  0.025827680
## demo$career5  0.029868076  0.030093758  0.026551175  0.009662294  0.023208688
## demo$career6  0.019278368  0.017782447  0.030005445  0.039543196  0.029205994
## demo$career7 -0.004212001 -0.004675489 -0.011849666 -0.049227033 -0.019537108
## demo$career8  0.036786400  0.039544762  0.031143313  0.010607470  0.017352814
##                        60           61           62           63           64
## (Intercept)   0.168678182  0.108445551  0.107455708  0.092774937  0.128620925
## demo$career1 -0.006274528 -0.012903755 -0.014125152 -0.016975726 -0.012873579
## demo$career2 -0.034040517  0.024127431  0.001158353 -0.001913683 -0.025851948
## demo$career3 -0.021796060 -0.030186682 -0.037970645 -0.039152900 -0.030847783
## demo$career4  0.005510994  0.040899472  0.029383916  0.026313518  0.006498307
## demo$career5  0.024055957  0.008455542  0.021659361  0.026551175  0.028199022
## demo$career6  0.007060747  0.042238731  0.038616700  0.030005445  0.009428618
## demo$career7  0.005864985 -0.049073126 -0.022781293 -0.011849666  0.002840254
## demo$career8  0.041087807  0.006288646  0.019414427  0.031143313  0.038552355
##                        65           66           67           68           69
## (Intercept)   0.128515326  0.318530047  0.118167088  0.117927888  0.099176334
## demo$career1 -0.013386824  0.006370978 -0.010439650 -0.007181711 -0.020327112
## demo$career2 -0.027880884 -0.039626208  0.026318739  0.019568464 -0.006409100
## demo$career3 -0.029671912  0.001733402 -0.024392844 -0.024243909 -0.036708484
## demo$career4  0.011994591 -0.023591062  0.042376793  0.041999520  0.020171540
## demo$career5  0.029657954  0.011404948  0.003412544  0.006917662  0.026430800
## demo$career6  0.016990894 -0.023895541  0.046657048  0.038399306  0.026452676
## demo$career7  0.002930292  0.028044265 -0.054561602 -0.056490720 -0.004169333
## demo$career8  0.042850180  0.025683245  0.001825029  0.015576866  0.026115017
##                        70           71           72           73           74
## (Intercept)   0.137775280  0.130490313  0.092774937  0.113980198  0.154354136
## demo$career1 -0.012406098 -0.017280008 -0.016975726 -0.009408352 -0.007371313
## demo$career2 -0.023068201 -0.007773742 -0.001913683  0.023832826 -0.035214708
## demo$career3 -0.030921112 -0.032683272 -0.039152900 -0.025442414 -0.026841774
## demo$career4  0.004945420  0.012844103  0.026313518  0.041687580  0.001098009
## demo$career5  0.028194173  0.022496281  0.026551175  0.006541981  0.028568998
## demo$career6  0.009306697  0.019449644  0.030005445  0.040816357  0.008362777
## demo$career7  0.003825461  0.004628499 -0.011849666 -0.055397175  0.006245648
## demo$career8  0.033461372  0.014213318  0.031143313  0.011831780  0.041023503
##                         75          76           77           78            79
## (Intercept)   0.1203538876  0.10805964  0.114152701  0.574194883  0.1394924932
## demo$career1 -0.0105037753 -0.01023964 -0.010474001  0.009511604 -0.0075317409
## demo$career2  0.0264572320  0.01890256  0.025618312 -0.011688073 -0.0329866832
## demo$career3 -0.0237502759 -0.02990069 -0.025651748  0.024539089 -0.0284704957
## demo$career4  0.0423337379  0.04034679  0.042086753 -0.034705183  0.0151270038
## demo$career5  0.0027717616  0.01163036  0.005142453 -0.008743722  0.0280612681
## demo$career6  0.0471829585  0.03538508  0.043100426 -0.039543866  0.0193697184
## demo$career7 -0.0539100742 -0.05047474 -0.054992054  0.042848584  0.0002388138
## demo$career8  0.0009204835  0.01700749  0.008067995 -0.012213959  0.0412914177
##                        80           81           82           83           84
## (Intercept)   0.113549095  0.112562072  0.103752687  0.386400930  0.098371259
## demo$career1 -0.010061181 -0.012889161 -0.020277500  0.006600979 -0.017506009
## demo$career2  0.025246715  0.024839966 -0.005415272 -0.027301986 -0.012777619
## demo$career3 -0.025469758 -0.028869426 -0.035271769  0.004731707 -0.036443094
## demo$career4  0.042082650  0.040945199  0.020391521 -0.012100705  0.019069768
## demo$career5  0.005922484  0.007198111  0.024967269  0.007725059  0.030160030
## demo$career6  0.042172275  0.043756174  0.028228308 -0.029020178  0.018617719
## demo$career7 -0.055606661 -0.048209409 -0.003572161  0.030282898 -0.004663116
## demo$career8  0.009938581  0.003297478  0.022760800  0.014808363  0.038081649
##                        85           86           87           88           89
## (Intercept)   0.097101279  0.104315826  0.130866458  0.556901851  0.101203821
## demo$career1 -0.018279937 -0.016694005 -0.010879600  0.008986214 -0.014858312
## demo$career2 -0.010755760  0.008653349 -0.023442205 -0.013033658  0.007407488
## demo$career3 -0.036940040 -0.035483018 -0.030973855  0.024252713 -0.035741039
## demo$career4  0.018868884  0.028113226  0.014661323 -0.034147997  0.030359556
## demo$career5  0.029868076  0.018853239  0.026533149 -0.007286023  0.019947993
## demo$career6  0.019278368  0.032192322  0.011939544 -0.041208176  0.036411548
## demo$career7 -0.004212001 -0.027659017  0.002849623  0.043187108 -0.023028423
## demo$career8  0.036786400  0.016359659  0.037986669 -0.010622657  0.021232650
##                        90          91           92            93           94
## (Intercept)   0.097671813  0.09825764  0.096338022  0.1007896138  0.171580207
## demo$career1 -0.017370190 -0.01521043 -0.018940330 -0.0191037577 -0.005329002
## demo$career2  0.002182792  0.01557426  0.005417644  0.0009041522 -0.030581971
## demo$career3 -0.040130667 -0.03440344 -0.040424708 -0.0321862839 -0.022865134
## demo$career4  0.024916179  0.03742795  0.025630961  0.0262486381 -0.001670399
## demo$career5  0.025947158  0.01482671  0.024879385  0.0191962777  0.024226963
## demo$career6  0.023509980  0.03548066  0.026430550  0.0265783743  0.007203062
## demo$career7 -0.020114586 -0.03976175 -0.020271838 -0.0173721361  0.005324030
## demo$career8  0.025375158  0.01755828  0.021779179  0.0259076095  0.032397524
##                        95           96           97           98           99
## (Intercept)   0.122751747  0.116373414  0.107625532  0.350211852  0.135898307
## demo$career1 -0.005780447 -0.010506714 -0.018161579  0.011247789 -0.012418883
## demo$career2  0.019169653  0.025771532  0.013470429 -0.034855284 -0.030419518
## demo$career3 -0.023348095 -0.025017641 -0.032061012  0.007344496 -0.028775275
## demo$career4  0.042268965  0.042303584  0.032091647 -0.025188402  0.003115112
## demo$career5  0.005848701  0.003981798  0.013412163  0.003174291  0.028254564
## demo$career6  0.038108902  0.045720041  0.033706826 -0.028515773  0.013216190
## demo$career7 -0.056332001 -0.054800255 -0.032532325  0.032824573  0.005702434
## demo$career8  0.016816650  0.003843107  0.009613712  0.019432024  0.039196370
##                       100          101          102          103          104
## (Intercept)   0.093528437  0.105632049  0.113549095  0.262749226  0.113207223
## demo$career1 -0.017414226 -0.015613841 -0.010061181  0.005804766 -0.015673460
## demo$career2 -0.001409786  0.017005598  0.025246715 -0.033949540 -0.019212166
## demo$career3 -0.039317557 -0.032507864 -0.025469758 -0.005761103 -0.033299925
## demo$career4  0.026383331  0.037793395  0.042082650 -0.016316405  0.011022692
## demo$career5  0.025650591  0.011433896  0.005922484  0.012442506  0.029141085
## demo$career6  0.031060734  0.040814450  0.042172275 -0.016586481  0.014688616
## demo$career7 -0.011344391 -0.038282330 -0.055606661  0.021782809 -0.001576333
## demo$career8  0.029056216  0.008084644  0.009938581  0.029157488  0.041131115
##                        105          106           107          108          109
## (Intercept)   0.1203538876  0.313310403  0.1078730011  0.156418333  0.105368445
## demo$career1 -0.0105037753  0.005996626 -0.0180882450 -0.008413261 -0.015249100
## demo$career2  0.0264572320 -0.033234404 -0.0132140477 -0.037474556 -0.014811055
## demo$career3 -0.0237502759  0.001593899 -0.0358911951 -0.023449466 -0.035081339
## demo$career4  0.0423337379 -0.023627235  0.0156004166  0.003931485  0.019331392
## demo$career5  0.0027717616  0.009441050  0.0277109350  0.026576075  0.029015633
## demo$career6  0.0471829585 -0.025971511  0.0192436668  0.010889210  0.017294829
## demo$career7 -0.0539100742  0.028570237  0.0004235319  0.006483262 -0.004113191
## demo$career8  0.0009204835  0.021053455  0.0274726592  0.049868026  0.041060024
##                        110          111          112          113          114
## (Intercept)   0.1566202925  0.174300920  0.118167088  0.095761324  0.092774937
## demo$career1 -0.0064056039 -0.008049714 -0.010439650 -0.019884590 -0.016975726
## demo$career2 -0.0231474684 -0.029220628  0.026318739 -0.007357189 -0.001913683
## demo$career3 -0.0273483213 -0.022569256 -0.024392844 -0.037270832 -0.039152900
## demo$career4  0.0066138071 -0.003622598  0.042376793  0.019646194  0.026313518
## demo$career5  0.0259633444  0.025324230  0.003412544  0.028760231  0.026551175
## demo$career6  0.0105306584  0.007374816  0.046657048  0.022296790  0.030005445
## demo$career7  0.0008207165  0.009096823 -0.054561602 -0.004492460 -0.011849666
## demo$career8  0.0336852979  0.033092112  0.001825029  0.033043292  0.031143313
##                       115          116         117         118          119
## (Intercept)   0.246004168  0.117927888  0.10145421  0.13739286  0.123565157
## demo$career1 -0.001698154 -0.007181711 -0.01308513 -0.01151849 -0.011535252
## demo$career2 -0.027932276  0.019568464  0.01607943 -0.00795555 -0.029831155
## demo$career3 -0.011887202 -0.024243909 -0.03714884 -0.02588169 -0.030864489
## demo$career4 -0.012368733  0.041999520  0.03495850  0.02003119  0.011297799
## demo$career5  0.016988244  0.006917662  0.01848763  0.01610794  0.030407370
## demo$career6 -0.008239891  0.038399306  0.03612032  0.02696461  0.014403632
## demo$career7  0.018626176 -0.056490720 -0.03761164 -0.01454421  0.002791267
## demo$career8  0.021016599  0.015576866  0.01673571  0.01922533  0.040345846
##                        120          121          122          123          124
## (Intercept)   0.3012705722  0.095761324  0.099176334  0.118167088  0.139775918
## demo$career1 -0.0004774854 -0.019884590 -0.020327112 -0.010439650 -0.013740883
## demo$career2 -0.0232720873 -0.007357189 -0.006409100  0.026318739 -0.017940552
## demo$career3 -0.0023728563 -0.037270832 -0.036708484 -0.024392844 -0.029437917
## demo$career4 -0.0211475422  0.019646194  0.020171540  0.042376793  0.004059993
## demo$career5  0.0076301244  0.028760231  0.026430800  0.003412544  0.023007464
## demo$career6 -0.0144273659  0.022296790  0.026452676  0.046657048  0.013365823
## demo$career7  0.0277757486 -0.004492460 -0.004169333 -0.054561602  0.003145676
## demo$career8  0.0073496834  0.033043292  0.026115017  0.001825029  0.022318345
##                       125          126          127          128          129
## (Intercept)   0.182253332  0.114942031  0.109287421  0.134885010  0.118167088
## demo$career1 -0.008126865 -0.008580534 -0.010564845 -0.013860600 -0.010439650
## demo$career2 -0.019174274  0.022402051  0.002624969 -0.019019937  0.026318739
## demo$career3 -0.022535529 -0.025130005 -0.037686143 -0.028919186 -0.024392844
## demo$career4 -0.004447499  0.041543583  0.031928727  0.005370610  0.042376793
## demo$career5  0.018351594  0.006818848  0.021652761  0.027284600  0.003412544
## demo$career6 -0.002625813  0.039596702  0.029168111  0.009847679  0.046657048
## demo$career7  0.010176855 -0.055714221 -0.026731326  0.002707377 -0.054561602
## demo$career8  0.024352146  0.013207723  0.027879581  0.038798787  0.001825029
##                       130          131          132          133         134
## (Intercept)   0.113193409  0.178903123  0.127408468  0.135051485  0.09577292
## demo$career1 -0.012859269 -0.005523251 -0.014349659 -0.004050148 -0.01663151
## demo$career2  0.019355559 -0.025287290 -0.026030869  0.017989530  0.01041179
## demo$career3 -0.027492730 -0.020726191 -0.030042465 -0.021149619 -0.04123427
## demo$career4  0.039539295 -0.003564484  0.012281105  0.042267714  0.03200593
## demo$career5  0.006988716  0.024035878  0.029291463  0.003615223  0.02085759
## demo$career6  0.044626339  0.005831174  0.018500196  0.037628651  0.03688930
## demo$career7 -0.044589045  0.005729500  0.003054583 -0.054943437 -0.02704265
## demo$career8  0.005131403  0.035001630  0.041181480  0.016874630  0.01568532
##                       135           136          137          138          139
## (Intercept)   0.096125425  0.1203538876  0.114268943  0.104205546  0.155925917
## demo$career1 -0.017427916 -0.0105037753 -0.015744372 -0.017139798 -0.006464234
## demo$career2 -0.001043945  0.0264572320  0.021002633 -0.007187999 -0.037522408
## demo$career3 -0.038571153 -0.0237502759 -0.028368892 -0.036075253 -0.026240886
## demo$career4  0.026749533  0.0423337379  0.035549757  0.018530060  0.001244888
## demo$career5  0.024279701  0.0027717616  0.008976728  0.026258189  0.028853692
## demo$career6  0.033989716  0.0471829585  0.036977138  0.027236779  0.007588727
## demo$career7 -0.011451011 -0.0539100742 -0.042340469 -0.007976364  0.005804951
## demo$career8  0.024363810  0.0009204835  0.004632798  0.033587665  0.042425891
##                       140         141          142          143          144
## (Intercept)   0.110936997  0.12574786  0.177569584  0.116373414  0.115761775
## demo$career1 -0.012799635 -0.00735958 -0.001498908 -0.010506714 -0.015025350
## demo$career2  0.019190299 -0.02253332 -0.038531503  0.025771532 -0.019455925
## demo$career3 -0.028156319 -0.02785150 -0.021120022 -0.025017641 -0.032976907
## demo$career4  0.039571499  0.02137153 -0.002550651  0.042303584  0.010975467
## demo$career5  0.007653321  0.02442692  0.025477724  0.003981798  0.028639853
## demo$career6  0.044079794  0.02689378  0.001840293  0.045720041  0.014298259
## demo$career7 -0.045219941 -0.01042484  0.005332467 -0.054800255 -0.001166025
## demo$career8  0.006065310  0.03805166  0.039519065  0.003843107  0.042016201
##                       145         146          147          148          149
## (Intercept)   0.108383324  0.10547290  0.113549095  0.280396968  0.519210175
## demo$career1 -0.014650163 -0.01246382 -0.010061181  0.006880241  0.009212839
## demo$career2 -0.014981874  0.02357047  0.025246715 -0.052461397 -0.013857899
## demo$career3 -0.034233864 -0.03068745 -0.025469758 -0.003397926  0.019656429
## demo$career4  0.019380956  0.04065207  0.042082650 -0.013383197 -0.030620613
## demo$career5  0.028545298  0.01046901  0.005922484  0.015586573 -0.007849232
## demo$career6  0.016879582  0.03858362  0.042172275 -0.013121571 -0.036690702
## demo$career7 -0.003275484 -0.04983227 -0.055606661  0.020476359  0.040029549
## demo$career8  0.041415730  0.01252086  0.009938581  0.038635341 -0.005525123
##                       150          151           152          153          154
## (Intercept)   0.119990289  0.174300920  0.1203538876  0.096137439  0.104492060
## demo$career1 -0.011323316 -0.008049714 -0.0105037753 -0.019178104 -0.014789191
## demo$career2 -0.018420701 -0.029220628  0.0264572320 -0.009047189  0.005720431
## demo$career3 -0.033621450 -0.022569256 -0.0237502759 -0.037260225 -0.032751069
## demo$career4  0.017629337 -0.003622598  0.0423337379  0.019116752  0.031358135
## demo$career5  0.029524772  0.025324230  0.0027717616  0.029503771  0.018047258
## demo$career6  0.013983190  0.007374816  0.0471829585  0.020711088  0.023907183
## demo$career7 -0.002408146  0.009096823 -0.0539100742 -0.004061233 -0.034537865
## demo$career8  0.041251141  0.033092112  0.0009204835  0.035200855  0.025364237
##                      155           156           157           158         159
## (Intercept)   0.09894783  0.1203538876  0.1203538876  0.1203538876  0.09864310
## demo$career1 -0.01562984 -0.0105037753 -0.0105037753 -0.0105037753 -0.01454174
## demo$career2  0.01599616  0.0264572320  0.0264572320  0.0264572320  0.01406774
## demo$career3 -0.03456976 -0.0237502759 -0.0237502759 -0.0237502759 -0.03439688
## demo$career4  0.03745287  0.0423337379  0.0423337379  0.0423337379  0.03699693
## demo$career5  0.01399287  0.0027717616  0.0027717616  0.0027717616  0.01549307
## demo$career6  0.03647151  0.0471829585  0.0471829585  0.0471829585  0.03404329
## demo$career7 -0.03917977 -0.0539100742 -0.0539100742 -0.0539100742 -0.03948436
## demo$career8  0.01559292  0.0009204835  0.0009204835  0.0009204835  0.01954683
##                       160          161         162          163          164
## (Intercept)   0.146312175  0.104228841  0.09825764  0.111803772  0.095324773
## demo$career1 -0.009300109 -0.013750548 -0.01521043 -0.011461530 -0.014627646
## demo$career2 -0.023518880 -0.014283193  0.01557426  0.020561496 -0.007160147
## demo$career3 -0.027431490 -0.035324985 -0.03440344 -0.031469091 -0.038372447
## demo$career4  0.008026088  0.022552835  0.03742795  0.037510917  0.025824780
## demo$career5  0.024625612  0.028500330  0.01482671  0.011146473  0.027914294
## demo$career6  0.004544483  0.029176749  0.03548066  0.045124899  0.026493757
## demo$career7  0.003608333 -0.007175034 -0.03976175 -0.043619041 -0.012105001
## demo$career8  0.031189769  0.039691760  0.01755828  0.005410357  0.036072045
##                        165          166         167          168          169
## (Intercept)   0.1203538876  0.098365249  0.09995079  0.096529170  0.118167088
## demo$career1 -0.0105037753 -0.016328878 -0.01567165 -0.020326403 -0.010439650
## demo$career2  0.0264572320  0.005377461  0.01609643 -0.006822402  0.026318739
## demo$career3 -0.0237502759 -0.032962757 -0.03461849 -0.037449194 -0.024392844
## demo$career4  0.0423337379  0.032418083  0.03752816  0.019744203  0.042376793
## demo$career5  0.0027717616  0.016924287  0.01327305  0.027837592  0.003412544
## demo$career6  0.0471829585  0.034313693  0.03807863  0.023404412  0.046657048
## demo$career7 -0.0539100742 -0.024920220 -0.03891929 -0.004004978 -0.054561602
## demo$career8  0.0009204835  0.024071221  0.01332163  0.030909848  0.001825029
##                       170          171          172          173          174
## (Intercept)   0.106758478  0.116179675  0.123527677  0.102163505  0.096717261
## demo$career1 -0.012849571 -0.007865504 -0.005775490 -0.012398690 -0.018249292
## demo$career2  0.018403033  0.020691254  0.008606018 -0.009097033  0.003809244
## demo$career3 -0.029465295 -0.024656970 -0.020953480 -0.037066843 -0.040429800
## demo$career4  0.039240570  0.041801857  0.037834170  0.026154852  0.025136101
## demo$career5  0.009450905  0.007028357  0.008870647  0.026790218  0.025598906
## demo$career6  0.040424434  0.039075954  0.034466060  0.025289967  0.024895608
## demo$career7 -0.045562626 -0.056302841 -0.042092095 -0.011650423 -0.019908151
## demo$career8  0.012463732  0.014321443  0.027239479  0.038978383  0.023857316
##                       175          176           177          178          179
## (Intercept)   0.120021865  0.120234043  0.4942935750  0.166640489  0.115397983
## demo$career1 -0.009068881 -0.006600980  0.0070312251 -0.008512273 -0.012852394
## demo$career2  0.007687689  0.019467604 -0.0206540557 -0.027687936 -0.015387436
## demo$career3 -0.030153628 -0.023940916  0.0202779022 -0.023512134 -0.032780658
## demo$career4  0.037448948  0.042061394 -0.0329589364  0.000371267  0.015647078
## demo$career5  0.012641599  0.006436331 -0.0019523545  0.023320139  0.028078961
## demo$career6  0.030496930  0.038144327 -0.0401185728  0.003607854  0.013690138
## demo$career7 -0.038501147 -0.056313613  0.0414359778  0.009411443 -0.003767093
## demo$career8  0.024986066  0.016293080  0.0004762066  0.036315462  0.035783789
##                      180          181          182          183          184
## (Intercept)   0.09825764  0.101249665  0.149993508  0.110303880  0.152633416
## demo$career1 -0.01521043 -0.020230591 -0.009186714 -0.012829719 -0.007982552
## demo$career2  0.01557426 -0.005686949 -0.032109273  0.024691868 -0.020174423
## demo$career3 -0.03440344 -0.036001234 -0.026832891 -0.029537301 -0.029794835
## demo$career4  0.03742795  0.020346167  0.006885361  0.040981629  0.009864790
## demo$career5  0.01482671  0.025738147  0.025966860  0.007863211  0.025584428
## demo$career6  0.03548066  0.027567118  0.019147562  0.043206887  0.004421939
## demo$career7 -0.03976175 -0.004096280  0.003102199 -0.048851216  0.005950299
## demo$career8  0.01755828  0.023824577  0.038607395  0.004225851  0.031914197
##                       185          186          187          188          189
## (Intercept)   0.119783290  0.144904609  0.094606392  0.123453711  0.118167088
## demo$career1 -0.013140020 -0.009697037 -0.017460333 -0.008158966 -0.010439650
## demo$career2  0.020980778 -0.026898191 -0.001240798 -0.021358674  0.026318739
## demo$career3 -0.027932466 -0.028679389 -0.039359338 -0.031156976 -0.024392844
## demo$career4  0.034543108  0.007941708  0.026505445  0.022660975  0.042376793
## demo$career5  0.007351287  0.026876036  0.024868447  0.026291454  0.003412544
## demo$career6  0.040909105  0.009014120  0.032755832  0.025281935  0.046657048
## demo$career7 -0.046180558  0.007165831 -0.011172664 -0.005438408 -0.054561602
## demo$career8  0.006094091  0.036218701  0.026651921  0.046132715  0.001825029
##                        190           191          192           193
## (Intercept)   0.1203538876  0.2223103389  0.113549095  0.1203538876
## demo$career1 -0.0105037753 -0.0004309546 -0.010061181 -0.0105037753
## demo$career2  0.0264572320 -0.0286853144  0.025246715  0.0264572320
## demo$career3 -0.0237502759 -0.0141250399 -0.025469758 -0.0237502759
## demo$career4  0.0423337379 -0.0121199228  0.042082650  0.0423337379
## demo$career5  0.0027717616  0.0193386332  0.005922484  0.0027717616
## demo$career6  0.0471829585 -0.0077005653  0.042172275  0.0471829585
## demo$career7 -0.0539100742  0.0151044141 -0.055606661 -0.0539100742
## demo$career8  0.0009204835  0.0258063815  0.009938581  0.0009204835
##                       194         195          196         197          198
## (Intercept)   0.110303880  0.10361807  0.107074330  0.09724998  0.134994670
## demo$career1 -0.012829719 -0.01345906 -0.012926014 -0.01660041 -0.004429259
## demo$career2  0.024691868  0.01261019  0.024027601  0.01056428 -0.024511457
## demo$career3 -0.029537301 -0.02898112 -0.030916001 -0.04045096 -0.030043137
## demo$career4  0.040981629  0.03580263  0.040724420  0.03222338  0.021252942
## demo$career5  0.007863211  0.01392939  0.008967515  0.02029099  0.027398591
## demo$career6  0.043206887  0.03500878  0.041107904  0.03808285  0.022177590
## demo$career7 -0.048851216 -0.03580031 -0.048937498 -0.02726048 -0.004189988
## demo$career8  0.004225851  0.02303317  0.008393525  0.01347657  0.046482236
##                       199           200          201         202          203
## (Intercept)   0.113980198  0.1203538876  0.095761324  0.10162844  0.097627772
## demo$career1 -0.009408352 -0.0105037753 -0.019884590 -0.01656924 -0.020368023
## demo$career2  0.023832826  0.0264572320 -0.007357189  0.01140156 -0.006629485
## demo$career3 -0.025442414 -0.0237502759 -0.037270832 -0.03903031 -0.037501753
## demo$career4  0.041687580  0.0423337379  0.019646194  0.03234077  0.019895492
## demo$career5  0.006541981  0.0027717616  0.028760231  0.01891476  0.027035643
## demo$career6  0.040816357  0.0471829585  0.022296790  0.03969849  0.025164168
## demo$career7 -0.055397175 -0.0539100742 -0.004492460 -0.02651992 -0.003857570
## demo$career8  0.011831780  0.0009204835  0.033043292  0.01032711  0.028453118
##                       204          205          206          207          208
## (Intercept)   0.107332940  0.123190674  0.583211565  0.112264200  0.110108264
## demo$career1 -0.013875369 -0.009885406  0.009564287 -0.016329872 -0.012436959
## demo$career2  0.007665995 -0.011871615 -0.011211906  0.004527185  0.009653755
## demo$career3 -0.027085017 -0.033852589  0.024460935 -0.031683522 -0.029802641
## demo$career4  0.034669821  0.020825321 -0.035150502  0.023557783  0.032657592
## demo$career5  0.011637671  0.024303560 -0.008961882  0.017732100  0.014594220
## demo$career6  0.039668140  0.027332349 -0.038887391  0.022103349  0.041718037
## demo$career7 -0.031459748 -0.019757547  0.042446699 -0.029831303 -0.029611863
## demo$career8  0.018462603  0.035787612 -0.012092265  0.025154699  0.015687279
##                      209          210         211          212          213
## (Intercept)   0.09732946  0.121082560  0.10171121  0.094374026  0.128900910
## demo$career1 -0.01628439 -0.013341121 -0.01372630 -0.015476592 -0.018383854
## demo$career2  0.00523692 -0.025805707  0.01190062  0.008276133 -0.010864091
## demo$career3 -0.03290447 -0.031776884 -0.03572138 -0.041062441 -0.031014162
## demo$career4  0.03232135  0.011408795  0.03394230  0.031399851  0.006507250
## demo$career5  0.01766769  0.029747008  0.01759671  0.023188056  0.024749537
## demo$career6  0.03265992  0.016631789  0.03845215  0.032752775  0.018137511
## demo$career7 -0.02513694  0.003352764 -0.03415118 -0.027490385  0.002942945
## demo$career8  0.02642127  0.037343283  0.01665289  0.022052745  0.026456968
##                       214          215          216          217          218
## (Intercept)   0.107625532  0.162370577  0.148613487  0.113980198  0.096338022
## demo$career1 -0.018161579 -0.009993075 -0.008660347 -0.009408352 -0.018940330
## demo$career2  0.013470429 -0.029376613 -0.026547578  0.023832826  0.005417644
## demo$career3 -0.032061012 -0.026177469 -0.029079865 -0.025442414 -0.040424708
## demo$career4  0.032091647  0.004315639  0.015373294  0.041687580  0.025630961
## demo$career5  0.013412163  0.025426818  0.026021620  0.006541981  0.024879385
## demo$career6  0.033706826  0.008156759  0.018119980  0.040816357  0.026430550
## demo$career7 -0.032532325  0.010984309  0.001712456 -0.055397175 -0.020271838
## demo$career8  0.009613712  0.033606768  0.046160286  0.011831780  0.021779179
##                       219         220          221           222           223
## (Intercept)   0.114152701  0.11129331  0.141885048  0.1203538876  0.1203538876
## demo$career1 -0.010474001 -0.01559383 -0.009716532 -0.0105037753 -0.0105037753
## demo$career2  0.025618312  0.01279985 -0.006527131  0.0264572320  0.0264572320
## demo$career3 -0.025651748 -0.03229946 -0.025116693 -0.0237502759 -0.0237502759
## demo$career4  0.042086753  0.03092145  0.016258498  0.0423337379  0.0423337379
## demo$career5  0.005142453  0.01238602  0.015896039  0.0027717616  0.0027717616
## demo$career6  0.043100426  0.03669414  0.012353861  0.0471829585  0.0471829585
## demo$career7 -0.054992054 -0.03660456 -0.025133830 -0.0539100742 -0.0539100742
## demo$career8  0.008067995  0.01327899  0.021242657  0.0009204835  0.0009204835
##                        224           225          226          227          228
## (Intercept)   0.1585604095  0.1914815031  0.104228841  0.108881781  0.097627772
## demo$career1 -0.0082566473  0.0018344107 -0.013750548 -0.014976063 -0.020368023
## demo$career2 -0.0153960513 -0.0402050667 -0.014283193 -0.004819654 -0.006629485
## demo$career3 -0.0276164867 -0.0180633707 -0.035324985 -0.036763617 -0.037501753
## demo$career4  0.0122899367 -0.0027372774  0.022552835  0.025225010  0.019895492
## demo$career5  0.0218700761  0.0228217048  0.028500330  0.025367506  0.027035643
## demo$career6  0.0184163204  0.0002768763  0.029176749  0.031198199  0.025164168
## demo$career7 -0.0009377398  0.0077434690 -0.007175034 -0.008965600 -0.003857570
## demo$career8  0.0372610368  0.0416228579  0.039691760  0.025302177  0.028453118
##                       229          230          231          232          233
## (Intercept)   0.099651296  0.116373414  0.367407830  0.108445551  0.113597472
## demo$career1 -0.019372314 -0.010506714  0.009767418 -0.012903755 -0.014125977
## demo$career2  0.006209773  0.025771532 -0.035235217  0.024127431 -0.008125843
## demo$career3 -0.039829134 -0.025017641  0.009601804 -0.030186682 -0.036881323
## demo$career4  0.026074138  0.042303584 -0.027878940  0.040899472  0.021196302
## demo$career5  0.022625894  0.003981798  0.005885707  0.008455542  0.026146192
## demo$career6  0.030452276  0.045720041 -0.031435264  0.042238731  0.017498246
## demo$career7 -0.019786887 -0.054800255  0.034618259 -0.049073126 -0.015212301
## demo$career8  0.015096877  0.003843107  0.017983314  0.006288646  0.026385369
##                       234          235          236          237          238
## (Intercept)   0.121631914  0.540725731  0.095761324  0.094002552  0.111287443
## demo$career1 -0.014092218  0.007757666 -0.019884590 -0.016159328 -0.016438251
## demo$career2 -0.002182471 -0.015047626 -0.007357189  0.009835467 -0.017802905
## demo$career3 -0.035300795  0.023235287 -0.037270832 -0.041051434 -0.033749083
## demo$career4  0.018175205 -0.033795116  0.019646194  0.031860903  0.010920731
## demo$career5  0.023290644 -0.005352775  0.028760231  0.022486561  0.029219981
## demo$career6  0.018460980 -0.040925725  0.022296790  0.034226663  0.015552975
## demo$career7 -0.014568326  0.042765680 -0.004492460 -0.027817497 -0.001576052
## demo$career8  0.015145786 -0.007646419  0.033043292  0.020018490  0.039634832
##                       239         240          241          242          243
## (Intercept)   0.182253332  0.25588734  0.095761324  0.146793130  0.104355678
## demo$career1 -0.008126865 -0.00133806 -0.019884590 -0.011550626 -0.017570113
## demo$career2 -0.019174274 -0.01618082 -0.007357189 -0.020206854 -0.002897061
## demo$career3 -0.022535529 -0.01061540 -0.037270832 -0.028017468 -0.033546076
## demo$career4 -0.004447499 -0.01483284  0.019646194  0.003631077  0.022648350
## demo$career5  0.018351594  0.01334440  0.028760231  0.027914816  0.022059767
## demo$career6 -0.002625813 -0.01869180  0.022296790  0.007406759  0.029650782
## demo$career7  0.010176855  0.01926188 -0.004492460  0.003127377 -0.011576799
## demo$career8  0.024352146  0.01356741  0.033043292  0.036722401  0.024970087
##                        244          245          246          247          248
## (Intercept)   0.1203538876  0.142731883  0.216767045  0.093141596  0.140511685
## demo$career1 -0.0105037753 -0.006464106 -0.003371837 -0.016277858 -0.013788252
## demo$career2  0.0264572320 -0.020085884 -0.021446585 -0.003548324 -0.020045037
## demo$career3 -0.0237502759 -0.029930603 -0.015167353 -0.039153315 -0.030488710
## demo$career4  0.0423337379  0.016079727 -0.010135050  0.025821079  0.006325178
## demo$career5  0.0027717616  0.024543247  0.014623821  0.027276778  0.025006125
## demo$career6  0.0471829585  0.018370817 -0.010625373  0.028483164  0.015624615
## demo$career7 -0.0539100742 -0.003763701  0.015222978 -0.011456815  0.003570628
## demo$career8  0.0009204835  0.042144112  0.024034511  0.033254306  0.023869416
##                       249          250          251         252          253
## (Intercept)   0.247625120  0.103752687  0.127408468  0.10588061  0.117960794
## demo$career1 -0.004316346 -0.020277500 -0.014349659 -0.01180284 -0.012193589
## demo$career2 -0.028452128 -0.005415272 -0.026030869  0.02212123 -0.015615817
## demo$career3 -0.008373450 -0.035271769 -0.030042465 -0.03067278 -0.032454838
## demo$career4 -0.016820530  0.020391521  0.012281105  0.04024223  0.015618739
## demo$career5  0.012525462  0.024967269  0.029291463  0.01111180  0.027574082
## demo$career6 -0.007983765  0.028228308  0.018500196  0.03718709  0.013292443
## demo$career7  0.022428053 -0.003572161  0.003054583 -0.04959620 -0.003365043
## demo$career8  0.020406428  0.022760800  0.041181480  0.01445713  0.036648614
##                       254           255          256          257          258
## (Intercept)   0.106758478  0.1236983579  0.096536714  0.114152701  0.114152701
## demo$career1 -0.012849571 -0.0132754833 -0.013861263 -0.010474001 -0.010474001
## demo$career2  0.018403033 -0.0162699614  0.004822934  0.025618312  0.025618312
## demo$career3 -0.029465295 -0.0320348598 -0.040316490 -0.025651748 -0.025651748
## demo$career4  0.039240570  0.0113097845  0.031443971  0.042086753  0.042086753
## demo$career5  0.009450905  0.0270916457  0.023793635  0.005142453  0.005142453
## demo$career6  0.040424434  0.0119834702  0.030837971  0.043100426  0.043100426
## demo$career7 -0.045562626  0.0007369659 -0.028241429 -0.054992054 -0.054992054
## demo$career8  0.012463732  0.0277808829  0.024745169  0.008067995  0.008067995
##                       259           260          261          262          263
## (Intercept)   0.115058350  4.867203e-01  0.095761324  0.113207223  0.098371259
## demo$career1 -0.010522864 -4.864146e-03 -0.019884590 -0.015673460 -0.017506009
## demo$career2  0.025680370 -3.427572e-03 -0.007357189 -0.019212166 -0.012777619
## demo$career3 -0.025720912  1.087238e-02 -0.037270832 -0.033299925 -0.036443094
## demo$career4  0.042139313 -2.889664e-02  0.019646194  0.011022692  0.019069768
## demo$career5  0.004472360  5.470603e-05  0.028760231  0.029141085  0.030160030
## demo$career6  0.044622972 -2.399343e-02  0.022296790  0.014688616  0.018617719
## demo$career7 -0.054687487  3.644163e-02 -0.004492460 -0.001576333 -0.004663116
## demo$career8  0.005902083 -1.938060e-02  0.033043292  0.041131115  0.038081649
##                       264          265           266           267          268
## (Intercept)   0.346604356  0.489033167  0.1203538876  0.1153645160  0.116373414
## demo$career1  0.005822153  0.009834206 -0.0105037753 -0.0122573448 -0.010506714
## demo$career2 -0.017943627 -0.023717091  0.0264572320 -0.0250757473  0.025771532
## demo$career3 -0.001360445  0.017610931 -0.0237502759 -0.0321999517 -0.025017641
## demo$career4 -0.020014000 -0.033418083  0.0423337379  0.0157171818  0.042303584
## demo$career5  0.005990168 -0.002547962  0.0027717616  0.0302092447  0.003981798
## demo$career6 -0.024826436 -0.034142354  0.0471829585  0.0179048502  0.045720041
## demo$career7  0.025847705  0.039018505 -0.0539100742 -0.0007687653 -0.054800255
## demo$career8  0.010760279  0.003504535  0.0009204835  0.0461336980  0.003843107
##                        269          270         271           272          273
## (Intercept)   0.2027994339  0.100132410  0.10010164  0.1533460117  0.161348275
## demo$career1 -0.0016795610 -0.014341593 -0.01777965 -0.0091867007 -0.013899158
## demo$career2 -0.0206387249  0.001019065  0.01194594 -0.0288389639 -0.014167257
## demo$career3 -0.0201693526 -0.034068670 -0.03397039 -0.0254077220 -0.027259440
## demo$career4 -0.0012420034  0.028722410  0.03160757  0.0001314417 -0.002472178
## demo$career5  0.0146630630  0.021352581  0.01689103  0.0247128961  0.022940402
## demo$career6  0.0004638068  0.034665178  0.02813318  0.0108983044  0.004509321
## demo$career7 -0.0031065296 -0.019961086 -0.03393241  0.0050172101  0.010827406
## demo$career8  0.0224153706  0.027535542  0.01928821  0.0328082616  0.023732614
##                       274          275           276          277         278
## (Intercept)   0.114152701  0.229656021  0.1553500606  0.095761324  0.09577292
## demo$career1 -0.010474001 -0.003529412 -0.0121404172 -0.019884590 -0.01663151
## demo$career2  0.025618312 -0.014074800 -0.0235989225 -0.007357189  0.01041179
## demo$career3 -0.025651748 -0.015578924 -0.0273484765 -0.037270832 -0.04123427
## demo$career4  0.042086753 -0.010944692  0.0002055526  0.019646194  0.03200593
## demo$career5  0.005142453  0.017637132  0.0238875202  0.028760231  0.02085759
## demo$career6  0.043100426 -0.012442081  0.0110219151  0.022296790  0.03688930
## demo$career7 -0.054992054  0.014727373  0.0093342737 -0.004492460 -0.02704265
## demo$career8  0.008067995  0.014074734  0.0307773310  0.033043292  0.01568532
##                        279          280          281          282          283
## (Intercept)   0.0997330572  0.373165605  0.171580207  0.096125425  0.102670644
## demo$career1 -0.0190635319  0.010369023 -0.005329002 -0.017427916 -0.016138984
## demo$career2  0.0007439574 -0.036019391 -0.030581971 -0.001043945 -0.014364868
## demo$career3 -0.0321211264  0.010453804 -0.022865134 -0.038571153 -0.035711134
## demo$career4  0.0261256416 -0.028248803 -0.001670399  0.026749533  0.019185776
## demo$career5  0.0199589324  0.004899161  0.024226963  0.024279701  0.029614902
## demo$career6  0.0248619184 -0.031832532  0.007203062  0.033989716  0.017411518
## demo$career7 -0.0175653713  0.035308042  0.005324030 -0.011451011 -0.004285473
## demo$career8  0.0283083171  0.017561508  0.032397524  0.024363810  0.040410090
##                      284          285           286         287          288
## (Intercept)   0.09894783  0.105632049  0.1117975309  0.10363440  0.114152701
## demo$career1 -0.01562984 -0.015613841 -0.0143865694 -0.01149307 -0.010474001
## demo$career2  0.01599616  0.017005598 -0.0208090334  0.01275130  0.025618312
## demo$career3 -0.03456976 -0.032507864 -0.0343777949 -0.03639796 -0.025651748
## demo$career4  0.03745287  0.037793395  0.0149596494  0.03502795  0.042086753
## demo$career5  0.01399287  0.011433896  0.0299820152  0.01905771  0.005142453
## demo$career6  0.03647151  0.040814450  0.0134067287  0.03427092  0.043100426
## demo$career7 -0.03917977 -0.038282330 -0.0001666413 -0.03842169 -0.054992054
## demo$career8  0.01559292  0.008084644  0.0362035793  0.01934607  0.008067995
##                       289          290           291          292           293
## (Intercept)   0.138530307  0.110458832  0.1203538876  0.101862952  0.1203538876
## demo$career1 -0.010555791 -0.009515463 -0.0105037753 -0.014825332 -0.0105037753
## demo$career2 -0.034571625  0.012108416  0.0264572320  0.001653834  0.0264572320
## demo$career3 -0.027810944 -0.028078333 -0.0237502759 -0.034297121 -0.0237502759
## demo$career4  0.002932069  0.039097456  0.0423337379  0.028887462  0.0423337379
## demo$career5  0.028901754  0.011314417  0.0027717616  0.019730938  0.0027717616
## demo$career6  0.010911803  0.035576479  0.0471829585  0.037324744  0.0471829585
## demo$career7  0.005151897 -0.046923779 -0.0539100742 -0.019237176 -0.0539100742
## demo$career8  0.042265445  0.020180228  0.0009204835  0.023153243  0.0009204835
##                       294         295          296           297          298
## (Intercept)   0.097101279  0.10547290  0.106191631  0.1125987169  0.556901851
## demo$career1 -0.018279937 -0.01246382 -0.016384638 -0.0180245957  0.008986214
## demo$career2 -0.010755760  0.02357047 -0.007767617 -0.0119863301 -0.013033658
## demo$career3 -0.036940040 -0.03068745 -0.036559923 -0.0344439773  0.024252713
## demo$career4  0.018868884  0.04065207  0.022812888  0.0162700868 -0.034147997
## demo$career5  0.029868076  0.01046901  0.024754709  0.0255821395 -0.007286023
## demo$career6  0.019278368  0.03858362  0.030148451  0.0235465945 -0.041208176
## demo$career7 -0.004212001 -0.04983227 -0.006275450  0.0002773261  0.043187108
## demo$career8  0.036786400  0.01252086  0.021953601  0.0202895463 -0.010622657
##                       299           300           301          302          303
## (Intercept)   0.117927888  0.1203538876  0.1203538876  0.112811357  0.096137439
## demo$career1 -0.007181711 -0.0105037753 -0.0105037753 -0.012915228 -0.019178104
## demo$career2  0.019568464  0.0264572320  0.0264572320 -0.024809909 -0.009047189
## demo$career3 -0.024243909 -0.0237502759 -0.0237502759 -0.032527293 -0.037260225
## demo$career4  0.041999520  0.0423337379  0.0423337379  0.015745240  0.019116752
## demo$career5  0.006917662  0.0027717616  0.0027717616  0.030704139  0.029503771
## demo$career6  0.038399306  0.0471829585  0.0471829585  0.018284796  0.020711088
## demo$career7 -0.056490720 -0.0539100742 -0.0539100742 -0.001180467 -0.004061233
## demo$career8  0.015576866  0.0009204835  0.0009204835  0.045230685  0.035200855
##                       304          305          306         307           308
## (Intercept)   0.115058350  0.108506669  0.101862952  0.09577292  0.2867086510
## demo$career1 -0.010522864 -0.018891512 -0.014825332 -0.01663151  0.0050547365
## demo$career2  0.025680370 -0.012210117  0.001653834  0.01041179 -0.0395796175
## demo$career3 -0.025720912 -0.034634709 -0.034297121 -0.04123427 -0.0007676691
## demo$career4  0.042139313  0.011606685  0.028887462  0.03200593 -0.0194511536
## demo$career5  0.004472360  0.027820369  0.019730938  0.02085759  0.0076383069
## demo$career6  0.044622972  0.019343734  0.037324744  0.03688930 -0.0166579168
## demo$career7 -0.054687487 -0.001443081 -0.019237176 -0.02704265  0.0271848254
## demo$career8  0.005902083  0.034489937  0.023153243  0.01568532  0.0284264699
##                       309          310          311          312
## (Intercept)   0.109492749  0.272311629  0.097101279  0.191709937
## demo$career1 -0.013335517  0.007159481 -0.018279937 -0.003279452
## demo$career2  0.005210089 -0.043773616 -0.010755760 -0.021277560
## demo$career3 -0.031845051 -0.004276600 -0.036940040 -0.023465409
## demo$career4  0.031568638 -0.014476121  0.018868884  0.002335332
## demo$career5  0.016956233  0.011192251  0.029868076  0.021719674
## demo$career6  0.023489706 -0.015637752  0.019278368  0.008868891
## demo$career7 -0.034210313  0.023068194 -0.004212001  0.006300608
## demo$career8  0.026732171  0.033450641  0.036786400  0.028497359
## 
## $f.perms
##              [,1]
##    [1,] 0.8089149
##    [2,] 1.0663048
##    [3,] 0.4781863
##    [4,] 1.6062280
##    [5,] 2.2133381
##    [6,] 0.7741886
##    [7,] 1.3363557
##    [8,] 1.7974930
##    [9,] 1.0197244
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##  [648,] 1.2301057
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##  [650,] 0.3585897
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##  [652,] 0.5212443
##  [653,] 1.0942622
##  [654,] 1.1580341
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##  [656,] 2.4618217
##  [657,] 0.6288969
##  [658,] 0.9367762
##  [659,] 0.7212699
##  [660,] 0.9623559
##  [661,] 0.7296828
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##  [663,] 0.7921023
##  [664,] 1.4987520
##  [665,] 0.5943413
##  [666,] 0.5682224
##  [667,] 0.9632335
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##  [669,] 0.8003142
##  [670,] 0.5810940
##  [671,] 0.8514887
##  [672,] 0.5320636
##  [673,] 0.8663154
##  [674,] 0.6887358
##  [675,] 0.8276923
##  [676,] 0.6804960
##  [677,] 0.5051930
##  [678,] 0.8228229
##  [679,] 0.6313106
##  [680,] 1.3846498
##  [681,] 1.4031220
##  [682,] 0.2199151
##  [683,] 0.9046429
##  [684,] 0.9174207
##  [685,] 1.3496426
##  [686,] 0.7912022
##  [687,] 0.6021596
##  [688,] 0.7322548
##  [689,] 4.1879363
##  [690,] 0.4817928
##  [691,] 0.9026172
##  [692,] 0.6223042
##  [693,] 0.7539867
##  [694,] 0.6831396
##  [695,] 0.5619172
##  [696,] 1.3679623
##  [697,] 1.2997451
##  [698,] 0.7831270
##  [699,] 1.0196760
##  [700,] 0.9854005
##  [701,] 1.0491394
##  [702,] 0.9491923
##  [703,] 0.6452407
##  [704,] 1.3505900
##  [705,] 0.6540319
##  [706,] 0.7039423
##  [707,] 1.1929785
##  [708,] 0.3513462
##  [709,] 0.9121638
##  [710,] 0.8966843
##  [711,] 1.1004835
##  [712,] 1.2603379
##  [713,] 1.1183478
##  [714,] 0.4232952
##  [715,] 1.6670541
##  [716,] 1.0332816
##  [717,] 0.9091124
##  [718,] 0.3753234
##  [719,] 0.8901411
##  [720,] 1.2958071
##  [721,] 1.4209762
##  [722,] 1.2833072
##  [723,] 0.6997266
##  [724,] 0.5200509
##  [725,] 0.5361356
##  [726,] 0.9832996
##  [727,] 0.9387231
##  [728,] 1.6687641
##  [729,] 1.1551951
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##  [731,] 1.9748321
##  [732,] 0.3815849
##  [733,] 1.0599272
##  [734,] 0.9070002
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##  [737,] 0.9726900
##  [738,] 0.9687173
##  [739,] 1.8839902
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##  [741,] 0.5266087
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##  [744,] 1.0214055
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##  [746,] 0.5857359
##  [747,] 0.8831766
##  [748,] 1.6269572
##  [749,] 1.1525034
##  [750,] 0.9625185
##  [751,] 0.8976642
##  [752,] 0.7467672
##  [753,] 0.6366292
##  [754,] 0.7787534
##  [755,] 0.7120243
##  [756,] 0.6780396
##  [757,] 1.6233134
##  [758,] 0.8743738
##  [759,] 0.6507578
##  [760,] 1.2893165
##  [761,] 0.8128483
##  [762,] 2.7468609
##  [763,] 1.7091842
##  [764,] 0.8460055
##  [765,] 1.0914926
##  [766,] 0.8793404
##  [767,] 0.9020152
##  [768,] 0.5743281
##  [769,] 1.1600098
##  [770,] 0.2550409
##  [771,] 1.3334909
##  [772,] 0.5505587
##  [773,] 1.0215259
##  [774,] 0.7270507
##  [775,] 0.7987159
##  [776,] 1.4963938
##  [777,] 0.6172620
##  [778,] 1.1373748
##  [779,] 0.8494276
##  [780,] 0.9725362
##  [781,] 1.4120295
##  [782,] 1.2892477
##  [783,] 0.9989582
##  [784,] 0.9601176
##  [785,] 1.0313588
##  [786,] 1.0485489
##  [787,] 0.8103979
##  [788,] 0.5759673
##  [789,] 0.9402178
##  [790,] 0.7395054
##  [791,] 0.9734380
##  [792,] 1.0694351
##  [793,] 1.3309237
##  [794,] 0.5370417
##  [795,] 0.5045338
##  [796,] 0.8964184
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##  [805,] 0.9200461
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##  [809,] 1.4967309
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##  [811,] 1.2012256
##  [812,] 1.0320393
##  [813,] 0.6872091
##  [814,] 2.3460039
##  [815,] 0.5578945
##  [816,] 2.6872559
##  [817,] 1.1829769
##  [818,] 1.0014227
##  [819,] 1.1324241
##  [820,] 0.9458878
##  [821,] 0.7035015
##  [822,] 0.8376268
##  [823,] 1.5206794
##  [824,] 0.8497516
##  [825,] 1.2024428
##  [826,] 0.6219529
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##  [828,] 2.0392745
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##  [830,] 0.4804207
##  [831,] 1.0181355
##  [832,] 1.0328376
##  [833,] 0.8926865
##  [834,] 1.5313342
##  [835,] 0.6540297
##  [836,] 1.1478603
##  [837,] 0.7961720
##  [838,] 0.4731661
##  [839,] 1.3649799
##  [840,] 0.9187379
##  [841,] 1.1468843
##  [842,] 0.7558939
##  [843,] 1.1198482
##  [844,] 0.7623138
##  [845,] 1.0938179
##  [846,] 1.9749388
##  [847,] 3.1784579
##  [848,] 0.7509717
##  [849,] 0.5085005
##  [850,] 1.3101723
##  [851,] 0.5475004
##  [852,] 0.5997537
##  [853,] 0.9090969
##  [854,] 1.4097336
##  [855,] 0.2996258
##  [856,] 0.5262782
##  [857,] 3.0824008
##  [858,] 0.5895263
##  [859,] 0.5216571
##  [860,] 1.5279436
##  [861,] 1.0789180
##  [862,] 1.3319108
##  [863,] 0.7189838
##  [864,] 0.9514424
##  [865,] 0.7428848
##  [866,] 0.7104095
##  [867,] 1.2505684
##  [868,] 0.7099398
##  [869,] 1.3701729
##  [870,] 0.8236219
##  [871,] 1.3462963
##  [872,] 0.8364072
##  [873,] 1.2418982
##  [874,] 0.6077981
##  [875,] 1.1514499
##  [876,] 0.3857673
##  [877,] 0.5853159
##  [878,] 0.5783601
##  [879,] 0.5984480
##  [880,] 0.8017748
##  [881,] 0.9742691
##  [882,] 1.5637128
##  [883,] 3.5932121
##  [884,] 0.7615996
##  [885,] 0.8567415
##  [886,] 0.6114858
##  [887,] 1.3317016
##  [888,] 0.5416818
##  [889,] 1.5918834
##  [890,] 0.3365935
##  [891,] 0.4223960
##  [892,] 0.6974996
##  [893,] 0.6001556
##  [894,] 1.8731713
##  [895,] 1.6854595
##  [896,] 0.4030495
##  [897,] 1.2700834
##  [898,] 0.6900791
##  [899,] 0.8865213
##  [900,] 0.7952828
##  [901,] 0.6660937
##  [902,] 0.8981620
##  [903,] 1.6907726
##  [904,] 0.7932513
##  [905,] 1.5863365
##  [906,] 0.5010150
##  [907,] 1.0105461
##  [908,] 1.0630462
##  [909,] 0.7281801
##  [910,] 1.1868929
##  [911,] 0.8189420
##  [912,] 0.4606245
##  [913,] 1.3752096
##  [914,] 0.6894138
##  [915,] 1.3892614
##  [916,] 1.3277246
##  [917,] 0.7592054
##  [918,] 0.9847764
##  [919,] 0.6885989
##  [920,] 0.5748164
##  [921,] 0.5078540
##  [922,] 0.5361143
##  [923,] 1.0129593
##  [924,] 0.4951035
##  [925,] 0.7669019
##  [926,] 0.9251704
##  [927,] 1.2738053
##  [928,] 0.6413949
##  [929,] 1.0640391
##  [930,] 0.7310388
##  [931,] 0.7586063
##  [932,] 0.5880438
##  [933,] 2.5164917
##  [934,] 2.0379123
##  [935,] 0.7867420
##  [936,] 1.3082668
##  [937,] 1.7538681
##  [938,] 0.9756920
##  [939,] 0.5740900
##  [940,] 1.2127649
##  [941,] 0.4013001
##  [942,] 0.5332083
##  [943,] 0.7034970
##  [944,] 1.8310983
##  [945,] 1.2360436
##  [946,] 1.4423410
##  [947,] 0.4767512
##  [948,] 0.6006411
##  [949,] 1.1277350
##  [950,] 1.2868503
##  [951,] 0.8593893
##  [952,] 1.1757763
##  [953,] 1.3369942
##  [954,] 0.6937808
##  [955,] 0.8696676
##  [956,] 0.8002754
##  [957,] 0.9757232
##  [958,] 0.7666836
##  [959,] 0.3393195
##  [960,] 0.9152261
##  [961,] 0.8415067
##  [962,] 1.0771786
##  [963,] 1.8173370
##  [964,] 1.1397874
##  [965,] 0.9313277
##  [966,] 1.0347972
##  [967,] 0.7837157
##  [968,] 0.6981461
##  [969,] 1.2648033
##  [970,] 0.8125822
##  [971,] 1.0850640
##  [972,] 1.0664110
##  [973,] 0.8928298
##  [974,] 1.8225716
##  [975,] 0.8154753
##  [976,] 1.3143259
##  [977,] 0.7897090
##  [978,] 0.8081860
##  [979,] 0.5755064
##  [980,] 0.5770891
##  [981,] 1.6095756
##  [982,] 1.9225346
##  [983,] 1.3163192
##  [984,] 0.4018037
##  [985,] 1.2012430
##  [986,] 1.5391209
##  [987,] 0.7302119
##  [988,] 1.5471184
##  [989,] 0.8113238
##  [990,] 0.5183513
##  [991,] 0.5206124
##  [992,] 0.6759390
##  [993,] 1.2054273
##  [994,] 0.4673864
##  [995,] 1.1948979
##  [996,] 1.1740901
##  [997,] 0.5057214
##  [998,] 0.5545561
##  [999,] 1.7778649
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
## 4             1            0            0            0            1
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## 16            1           -1           -1           -1           -1
## 17            1            0            0            0            1
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## 85            1            0            0            0            1
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## 94            1            0            0            0            0
## 95            1            0            0            0            0
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## 97            1            1            0            0            0
## 98            1            0            0            0            0
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## 100           1            0            0            1            0
## 101           1            1            0            0            0
## 102           1            0            0            0            0
## 103           1            0            0            0            0
## 104           1            0            0            0            1
## 105           1            0            0            0            0
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## 107           1            0            0            0            1
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## 119           1            0            0            0            1
## 120           1            0            0            0            1
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## 122           1            0            0            0            1
## 123           1            0            0            0            0
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## 125           1            0            0            0            0
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## 139           1            0            1            0            0
## 140           1            0            0            0            1
## 141           1            0            1            0            0
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## 199           1            1            0            0            0
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## 201           1            1            0            0            0
## 202           1            0            0            0            1
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## se ~ demo$career
## attr(,"variables")
## list(se, demo$career)
## attr(,"factors")
##             demo$career
## se                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.

Grade Motivation

Now, Grade Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.1076 0.013446 0.60059 0.01561  0.781
## Residuals   303    6.7833 0.022387         0.98439       
## Total       311    6.8909                  1.00000       
## 
## $call
## adonis(formula = gm ~ demo$career)
## 
## $coefficients
##                      gm1         gm2         gm3         gm4        gm5
## (Intercept)   4.57883114  4.54319531  4.50221248  4.53738477  3.9835293
## demo$career1  0.19894664  0.25680469  0.20889863  0.24039301  0.1498040
## demo$career2 -0.04036960 -0.31242608  0.11317213 -0.15276938 -0.2142986
## demo$career3 -0.24549781 -0.07652864 -0.36887915 -0.13738477 -0.1168627
## demo$career4 -0.05424098 -0.14155596 -0.05958953 -0.02918805 -0.2212342
## demo$career5 -0.06494225 -0.01541753  0.05334307  0.07372634 -0.1918627
## demo$career6 -0.12883114 -0.09319531  0.04778752 -0.03738477 -0.1335293
## demo$career7 -0.00740257 -0.11462388 -0.07364105  0.03404380  0.4450421
## demo$career8  0.25450219  0.20680469  0.24778752  0.21261523  0.2664707
## 
## $coef.sites
##                        1            2            3            4            5
## (Intercept)   0.06998013  0.094310274  0.065043469  0.065043469  0.074624980
## demo$career1 -0.02263645  0.007917067 -0.020505881 -0.020505881 -0.018664813
## demo$career2  0.01774456  0.020670456  0.018447415  0.018447415  0.014427807
## demo$career3  0.01644858 -0.019371106  0.009588435  0.009588435  0.008375993
## demo$career4  0.01780242  0.020266424  0.016803458  0.016803458  0.011669705
## demo$career5  0.01205356  0.027558805  0.013201162  0.013201162  0.009852439
## demo$career6  0.01122143  0.004951539  0.008891304  0.008891304  0.007169636
## demo$career7 -0.01292267 -0.029163579 -0.009982725 -0.009982725  0.003792285
## demo$career8 -0.03208238 -0.011275605 -0.027050863 -0.027050863 -0.025598360
##                          6            7           8            9          10
## (Intercept)   0.0874910306  0.084103793  0.06998013  0.065043469  0.06998013
## demo$career1 -0.0047712601 -0.001620584 -0.02263645 -0.020505881 -0.02263645
## demo$career2  0.0147196642  0.017713541  0.01774456  0.018447415  0.01774456
## demo$career3  0.0006953346 -0.005265182  0.01644858  0.009588435  0.01644858
## demo$career4  0.0179794568  0.017271403  0.01780242  0.016803458  0.01780242
## demo$career5  0.0211940425  0.023696305  0.01205356  0.013201162  0.01205356
## demo$career6  0.0110633634  0.007127589  0.01122143  0.008891304  0.01122143
## demo$career7 -0.0238101896 -0.022417306 -0.01292267 -0.009982725 -0.01292267
## demo$career8 -0.0207554273 -0.016705263 -0.03208238 -0.027050863 -0.03208238
##                       11          12           13          14          15
## (Intercept)   0.06998013  0.06998013  0.065043469  0.06998013  0.06998013
## demo$career1 -0.02263645 -0.02263645 -0.020505881 -0.02263645 -0.02263645
## demo$career2  0.01774456  0.01774456  0.018447415  0.01774456  0.01774456
## demo$career3  0.01644858  0.01644858  0.009588435  0.01644858  0.01644858
## demo$career4  0.01780242  0.01780242  0.016803458  0.01780242  0.01780242
## demo$career5  0.01205356  0.01205356  0.013201162  0.01205356  0.01205356
## demo$career6  0.01122143  0.01122143  0.008891304  0.01122143  0.01122143
## demo$career7 -0.01292267 -0.01292267 -0.009982725 -0.01292267 -0.01292267
## demo$career8 -0.03208238 -0.03208238 -0.027050863 -0.03208238 -0.03208238
##                        16          17           18           19           20
## (Intercept)   0.114118412  0.06998013  0.102914851  0.074624980  0.105107992
## demo$career1  0.020726613 -0.02263645  0.017787545 -0.018664813  0.010554383
## demo$career2  0.017551669  0.01774456  0.022008138  0.014427807  0.016326520
## demo$career3 -0.031248877  0.01644858 -0.029010122  0.008375993 -0.021337812
## demo$career4  0.017551847  0.01780242  0.023088696  0.011669705  0.014809121
## demo$career5  0.031058028  0.01205356  0.034281051  0.009852439  0.024269716
## demo$career6  0.005138103  0.01122143  0.007026789  0.007169636  0.003046554
## demo$career7 -0.019571181 -0.01292267 -0.034205782  0.003792285 -0.014787202
## demo$career8 -0.001404124 -0.03208238 -0.003568676 -0.025598360 -0.009347089
##                       21          22           23           24           25
## (Intercept)   0.06998013  0.06998013  0.082638194  0.243083630  0.065043469
## demo$career1 -0.02263645 -0.02263645 -0.002130294  0.027787919 -0.020505881
## demo$career2  0.01774456  0.01774456  0.015332986  0.005684224  0.018447415
## demo$career3  0.01644858  0.01644858 -0.006829886 -0.039321891  0.009588435
## demo$career4  0.01780242  0.01780242  0.016925024  0.007539243  0.016803458
## demo$career5  0.01205356  0.01205356  0.022584749  0.024603293  0.013201162
## demo$career6  0.01122143  0.01122143  0.008643694  0.006458270  0.008891304
## demo$career7 -0.01292267 -0.01292267 -0.020951706 -0.015244390 -0.009982725
## demo$career8 -0.03208238 -0.03208238 -0.015239663  0.002603638 -0.027050863
##                        26            27           28          29           30
## (Intercept)   0.617476268  0.1069971261  0.097130926  0.06998013  0.079364968
## demo$career1  0.011758150 -0.0080595155  0.004869191 -0.02263645 -0.014178576
## demo$career2 -0.011742059  0.0045722856  0.018290678  0.01774456  0.020572780
## demo$career3 -0.003951533  0.0040964562 -0.006498816  0.01644858  0.003718472
## demo$career4 -0.018024354  0.0067157399  0.020986813  0.01780242  0.020636499
## demo$career5 -0.018408955  0.0085616429  0.028595946  0.01205356  0.015434161
## demo$career6 -0.012465964  0.0049897399  0.011653157  0.01122143  0.009256382
## demo$career7  0.014953945  0.0003098476 -0.029990720 -0.01292267 -0.019043980
## demo$career8  0.025846118 -0.0189036291 -0.015078612 -0.03208238 -0.027335720
##                        31            32           33           34           35
## (Intercept)   0.074624980  0.4229383275  0.074624980  0.065043469  0.074624980
## demo$career1 -0.018664813  0.0226763018 -0.018664813 -0.020505881 -0.018664813
## demo$career2  0.014427807 -0.0084686794  0.014427807  0.018447415  0.014427807
## demo$career3  0.008375993 -0.0245155166  0.008375993  0.009588435  0.008375993
## demo$career4  0.011669705 -0.0076771696  0.011669705  0.016803458  0.011669705
## demo$career5  0.009852439  0.0050887027  0.009852439  0.013201162  0.009852439
## demo$career6  0.007169636 -0.0005306101  0.007169636  0.008891304  0.007169636
## demo$career7  0.003792285  0.0007803763  0.003792285 -0.009982725  0.003792285
## demo$career8 -0.025598360  0.0159725613 -0.025598360 -0.027050863 -0.025598360
##                       36           37           38           39          40
## (Intercept)   0.06998013  0.074624980  0.074624980  0.617476268  0.06998013
## demo$career1 -0.02263645 -0.018664813 -0.018664813  0.011758150 -0.02263645
## demo$career2  0.01774456  0.014427807  0.014427807 -0.011742059  0.01774456
## demo$career3  0.01644858  0.008375993  0.008375993 -0.003951533  0.01644858
## demo$career4  0.01780242  0.011669705  0.011669705 -0.018024354  0.01780242
## demo$career5  0.01205356  0.009852439  0.009852439 -0.018408955  0.01205356
## demo$career6  0.01122143  0.007169636  0.007169636 -0.012465964  0.01122143
## demo$career7 -0.01292267  0.003792285  0.003792285  0.014953945 -0.01292267
## demo$career8 -0.03208238 -0.025598360 -0.025598360  0.025846118 -0.03208238
##                        41          42           43           44          45
## (Intercept)   0.074624980  0.06998013  0.065043469  0.065043469  0.06998013
## demo$career1 -0.018664813 -0.02263645 -0.020505881 -0.020505881 -0.02263645
## demo$career2  0.014427807  0.01774456  0.018447415  0.018447415  0.01774456
## demo$career3  0.008375993  0.01644858  0.009588435  0.009588435  0.01644858
## demo$career4  0.011669705  0.01780242  0.016803458  0.016803458  0.01780242
## demo$career5  0.009852439  0.01205356  0.013201162  0.013201162  0.01205356
## demo$career6  0.007169636  0.01122143  0.008891304  0.008891304  0.01122143
## demo$career7  0.003792285 -0.01292267 -0.009982725 -0.009982725 -0.01292267
## demo$career8 -0.025598360 -0.03208238 -0.027050863 -0.027050863 -0.03208238
##                        46           47           48           49           50
## (Intercept)   0.211388349  0.107629138  0.381851722  0.074624980  0.072602643
## demo$career1  0.027682327  0.014553310  0.024913135 -0.018664813 -0.011922884
## demo$career2  0.003356795  0.021263519 -0.013138626  0.014427807  0.019716925
## demo$career3 -0.041803949 -0.020629610 -0.024286788  0.008375993  0.001214311
## demo$career4  0.011732591  0.024070485 -0.002930662  0.011669705  0.019382656
## demo$career5  0.029845438  0.032575032  0.009093822  0.009852439  0.019178663
## demo$career6  0.005195702  0.009578321  0.001296047  0.007169636  0.010898601
## demo$career7 -0.016402662 -0.036926887 -0.002182613  0.003792285 -0.014277136
## demo$career8  0.001753843 -0.009611304  0.013726556 -0.025598360 -0.020205615
##                        51           52          53           54           55
## (Intercept)   0.467959042  0.114118412  0.06998013  0.563592811  0.074624980
## demo$career1  0.015809650  0.020726613 -0.02263645  0.012904593 -0.018664813
## demo$career2 -0.005652879  0.017551669  0.01774456 -0.009639629  0.014427807
## demo$career3 -0.021380923 -0.031248877  0.01644858 -0.009890077  0.008375993
## demo$career4 -0.008249508  0.017551847  0.01780242 -0.016033742  0.011669705
## demo$career5  0.004714938  0.031058028  0.01205356 -0.011082141  0.009852439
## demo$career6 -0.003925267  0.005138103  0.01122143 -0.008450586  0.007169636
## demo$career7  0.002734286 -0.019571181 -0.01292267  0.011082836  0.003792285
## demo$career8  0.017087274 -0.001404124 -0.03208238  0.023310534 -0.025598360
##                         56           57           58           59            60
## (Intercept)   0.0847144795  0.081913902  0.074624980  0.074624980  0.3862069713
## demo$career1 -0.0090283668 -0.002439593 -0.018664813 -0.018664813  0.0219915770
## demo$career2  0.0099192112  0.023399936  0.014427807  0.014427807 -0.0261895274
## demo$career3  0.0004942558 -0.005967781  0.008375993  0.008375993 -0.0096182286
## demo$career4  0.0090320253  0.022420168  0.011669705  0.011669705  0.0001171713
## demo$career5  0.0130408328  0.026533454  0.009852439  0.009852439  0.0085084132
## demo$career6  0.0048345480  0.011486849  0.007169636  0.007169636 -0.0030592026
## demo$career7 -0.0024539089 -0.020227414  0.003792285  0.003792285  0.0033143545
## demo$career8 -0.0207551027 -0.014515371 -0.025598360 -0.025598360  0.0157815631
##                       61           62           63           64           65
## (Intercept)   0.06998013  0.072602643  0.138647636  0.065043469  0.072602643
## demo$career1 -0.02263645 -0.011922884  0.022508715 -0.020505881 -0.011922884
## demo$career2  0.01774456  0.019716925  0.011864502  0.018447415  0.019716925
## demo$career3  0.01644858  0.001214311 -0.028047215  0.009588435  0.001214311
## demo$career4  0.01780242  0.019382656  0.015256515  0.016803458  0.019382656
## demo$career5  0.01205356  0.019178663  0.026591663  0.013201162  0.019178663
## demo$career6  0.01122143  0.010898601  0.005302432  0.008891304  0.010898601
## demo$career7 -0.01292267 -0.014277136 -0.016977068 -0.009982725 -0.014277136
## demo$career8 -0.03208238 -0.020205615  0.001072327 -0.027050863 -0.020205615
##                        66          67           68          69           70
## (Intercept)   0.074743130  0.06998013  0.072602643  0.06998013  0.074624980
## demo$career1 -0.011120903 -0.02263645 -0.011922884 -0.02263645 -0.018664813
## demo$career2  0.014157635  0.01774456  0.019716925  0.01774456  0.014427807
## demo$career3  0.001905035  0.01644858  0.001214311  0.01644858  0.008375993
## demo$career4  0.014348654  0.01780242  0.019382656  0.01780242  0.011669705
## demo$career5  0.016405682  0.01205356  0.019178663  0.01205356  0.009852439
## demo$career6  0.006634706  0.01122143  0.010898601  0.01122143  0.007169636
## demo$career7 -0.016417623 -0.01292267 -0.014277136 -0.01292267  0.003792285
## demo$career8 -0.022346102 -0.03208238 -0.020205615 -0.03208238 -0.025598360
##                        71           72          73           74          75
## (Intercept)   0.065043469  0.092068643  0.06998013  0.074624980  0.06998013
## demo$career1 -0.020505881  0.007080295 -0.02263645 -0.018664813 -0.02263645
## demo$career2  0.018447415  0.026489904  0.01774456  0.014427807  0.01774456
## demo$career3  0.009588435 -0.020085950  0.01644858  0.008375993  0.01644858
## demo$career4  0.016803458  0.025535310  0.01780242  0.011669705  0.01780242
## demo$career5  0.013201162  0.030463163  0.01205356  0.009852439  0.01205356
## demo$career6  0.008891304  0.009410526  0.01122143  0.007169636  0.01122143
## demo$career7 -0.009982725 -0.026921948 -0.01292267  0.003792285 -0.01292267
## demo$career8 -0.027050863 -0.009033974 -0.03208238 -0.025598360 -0.03208238
##                       76           77           78           79           80
## (Intercept)   0.06998013  0.074624980  0.074624980  0.102182745  0.074624980
## demo$career1 -0.02263645 -0.018664813 -0.018664813 -0.008969040 -0.018664813
## demo$career2  0.01774456  0.014427807  0.014427807  0.017927263  0.014427807
## demo$career3  0.01644858  0.008375993  0.008375993 -0.007687724  0.008375993
## demo$career4  0.01780242  0.011669705  0.011669705  0.012406166  0.011669705
## demo$career5  0.01205356  0.009852439  0.009852439  0.016007379  0.009852439
## demo$career6  0.01122143  0.007169636  0.007169636  0.012021477  0.007169636
## demo$career7 -0.01292267  0.003792285  0.003792285 -0.002018629  0.003792285
## demo$career8 -0.03208238 -0.025598360 -0.025598360 -0.018593753 -0.025598360
##                        81           82           83            84          85
## (Intercept)   0.074624980  0.101550088  0.074743130  0.0949429309  0.06998013
## demo$career1 -0.018664813 -0.001387686 -0.011120903  0.0003357129 -0.02263645
## demo$career2  0.014427807  0.025916011  0.014157635  0.0126817076  0.01774456
## demo$career3  0.008375993 -0.013581602  0.001905035 -0.0134772276  0.01644858
## demo$career4  0.011669705  0.020840244  0.014348654  0.0118323451  0.01780242
## demo$career5  0.009852439  0.026917485  0.016405682  0.0166486992  0.01205356
## demo$career6  0.007169636  0.014360964  0.006634706  0.0026120522  0.01122143
## demo$career7  0.003792285 -0.022466110 -0.016417623 -0.0087160966 -0.01292267
## demo$career8 -0.025598360 -0.014450378 -0.022346102 -0.0154189791 -0.03208238
##                        86            87           88           89           90
## (Intercept)   0.065043469  0.0847144795  0.617476268  0.065043469  0.147032163
## demo$career1 -0.020505881 -0.0090283668  0.011758150 -0.020505881  0.020962906
## demo$career2  0.018447415  0.0099192112 -0.011742059  0.018447415  0.020846483
## demo$career3  0.009588435  0.0004942558 -0.003951533  0.009588435 -0.040586877
## demo$career4  0.016803458  0.0090320253 -0.018024354  0.016803458  0.020254080
## demo$career5  0.013201162  0.0130408328 -0.018408955  0.013201162  0.034992548
## demo$career6  0.008891304  0.0048345480 -0.012465964  0.008891304  0.009098927
## demo$career7 -0.009982725 -0.0024539089  0.014953945 -0.009982725 -0.033083603
## demo$career8 -0.027050863 -0.0207551027  0.025846118 -0.027050863 -0.004084081
##                        91          92           93           94           95
## (Intercept)   0.065043469  0.06998013  0.065043469  0.102914851  0.149968519
## demo$career1 -0.020505881 -0.02263645 -0.020505881  0.017787545  0.018549638
## demo$career2  0.018447415  0.01774456  0.018447415  0.022008138  0.016997093
## demo$career3  0.009588435  0.01644858  0.009588435 -0.029010122 -0.026901494
## demo$career4  0.016803458  0.01780242  0.016803458  0.023088696  0.021938105
## demo$career5  0.013201162  0.01205356  0.013201162  0.034281051  0.033522818
## demo$career6  0.008891304  0.01122143  0.008891304  0.007026789  0.012745685
## demo$career7 -0.009982725 -0.01292267 -0.009982725 -0.034205782 -0.042517830
## demo$career8 -0.027050863 -0.03208238 -0.027050863 -0.003568676 -0.009355772
##                       96          97           98           99          100
## (Intercept)   0.06998013  0.06998013  0.563592811  0.065043469  0.079364968
## demo$career1 -0.02263645 -0.02263645  0.012904593 -0.020505881 -0.014178576
## demo$career2  0.01774456  0.01774456 -0.009639629  0.018447415  0.020572780
## demo$career3  0.01644858  0.01644858 -0.009890077  0.009588435  0.003718472
## demo$career4  0.01780242  0.01780242 -0.016033742  0.016803458  0.020636499
## demo$career5  0.01205356  0.01205356 -0.011082141  0.013201162  0.015434161
## demo$career6  0.01122143  0.01122143 -0.008450586  0.008891304  0.009256382
## demo$career7 -0.01292267 -0.01292267  0.011082836 -0.009982725 -0.019043980
## demo$career8 -0.03208238 -0.03208238  0.023310534 -0.027050863 -0.027335720
##                      101          102          103          104          105
## (Intercept)   0.06998013  0.079617111  0.138040500  0.184957539  0.065043469
## demo$career1 -0.02263645 -0.013504793  0.021338073  0.025863319 -0.020505881
## demo$career2  0.01774456  0.013557352  0.013160913  0.008043050  0.018447415
## demo$career3  0.01644858  0.009080987 -0.031480483 -0.038630637  0.009588435
## demo$career4  0.01780242  0.015429179  0.016187327  0.013295229  0.016803458
## demo$career5  0.01205356  0.015171539  0.029317585  0.029935522  0.013201162
## demo$career6  0.01122143  0.009054476  0.003131790  0.006225743  0.008891304
## demo$career7 -0.01292267 -0.019296123 -0.016369932 -0.021105982 -0.009982725
## demo$career8 -0.03208238 -0.027587862  0.001679463  0.002514015 -0.027050863
##                       106          107          108          109         110
## (Intercept)   0.102914851  0.082638194  0.081913902  0.065043469  0.06998013
## demo$career1  0.017787545 -0.002130294 -0.002439593 -0.020505881 -0.02263645
## demo$career2  0.022008138  0.015332986  0.023399936  0.018447415  0.01774456
## demo$career3 -0.029010122 -0.006829886 -0.005967781  0.009588435  0.01644858
## demo$career4  0.023088696  0.016925024  0.022420168  0.016803458  0.01780242
## demo$career5  0.034281051  0.022584749  0.026533454  0.013201162  0.01205356
## demo$career6  0.007026789  0.008643694  0.011486849  0.008891304  0.01122143
## demo$career7 -0.034205782 -0.020951706 -0.020227414 -0.009982725 -0.01292267
## demo$career8 -0.003568676 -0.015239663 -0.014515371 -0.027050863 -0.03208238
##                       111         112          113         114         115
## (Intercept)   0.079617111  0.06998013  0.079364968  0.06998013  0.06998013
## demo$career1 -0.013504793 -0.02263645 -0.014178576 -0.02263645 -0.02263645
## demo$career2  0.013557352  0.01774456  0.020572780  0.01774456  0.01774456
## demo$career3  0.009080987  0.01644858  0.003718472  0.01644858  0.01644858
## demo$career4  0.015429179  0.01780242  0.020636499  0.01780242  0.01780242
## demo$career5  0.015171539  0.01205356  0.015434161  0.01205356  0.01205356
## demo$career6  0.009054476  0.01122143  0.009256382  0.01122143  0.01122143
## demo$career7 -0.019296123 -0.01292267 -0.019043980 -0.01292267 -0.01292267
## demo$career8 -0.027587862 -0.03208238 -0.027335720 -0.03208238 -0.03208238
##                       116          117          118          119           120
## (Intercept)   0.074624980  0.086782849  0.074624980  0.074624980  0.0847144795
## demo$career1 -0.018664813 -0.005073179 -0.018664813 -0.018664813 -0.0090283668
## demo$career2  0.014427807  0.022598995  0.014427807  0.014427807  0.0099192112
## demo$career3  0.008375993  0.001535269  0.008375993  0.008375993  0.0004942558
## demo$career4  0.011669705  0.023353977  0.011669705  0.011669705  0.0090320253
## demo$career5  0.009852439  0.025053272  0.009852439  0.009852439  0.0130408328
## demo$career6  0.007169636  0.013846644  0.007169636  0.007169636  0.0048345480
## demo$career7  0.003792285 -0.023102008  0.003792285  0.003792285 -0.0024539089
## demo$career8 -0.025598360 -0.020047245 -0.025598360 -0.025598360 -0.0207551027
##                      121         122         123          124          125
## (Intercept)   0.06998013  0.06998013  0.06998013  0.120046879  0.081913902
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.018437956 -0.002439593
## demo$career2  0.01774456  0.01774456  0.01774456  0.007670906  0.023399936
## demo$career3  0.01644858  0.01644858  0.01644858  0.014681316 -0.005967781
## demo$career4  0.01780242  0.01780242  0.01780242  0.009106516  0.022420168
## demo$career5  0.01205356  0.01205356  0.01205356  0.002707656  0.026533454
## demo$career6  0.01122143  0.01122143  0.01122143  0.006314150  0.011486849
## demo$career7 -0.01292267 -0.01292267 -0.01292267  0.008340234 -0.020227414
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.023383837 -0.014515371
##                      126          127           128         129          130
## (Intercept)   0.06998013  0.074624980  9.222947e-02  0.06998013  0.065043469
## demo$career1 -0.02263645 -0.018664813 -9.977524e-05 -0.02263645 -0.020505881
## demo$career2  0.01774456  0.014427807  1.925476e-02  0.01774456  0.018447415
## demo$career3  0.01644858  0.008375993 -7.582675e-03  0.01644858  0.009588435
## demo$career4  0.01780242  0.011669705  1.715450e-02  0.01780242  0.016803458
## demo$career5  0.01205356  0.009852439  2.331440e-02  0.01205356  0.013201162
## demo$career6  0.01122143  0.007169636  9.765092e-03  0.01122143  0.008891304
## demo$career7 -0.01292267  0.003792285 -6.002635e-03 -0.01292267 -0.009982725
## demo$career8 -0.03208238 -0.025598360 -1.270552e-02 -0.03208238 -0.027050863
##                       131          132          133          134          135
## (Intercept)   0.077523849  0.074624980  0.096211916  0.065043469  0.074624980
## demo$career1 -0.014290438 -0.018664813 -0.017935036 -0.020505881 -0.018664813
## demo$career2  0.018995095  0.014427807  0.009342249  0.018447415  0.014427807
## demo$career3  0.008401782  0.008375993  0.012046533  0.009588435  0.008375993
## demo$career4  0.020353426  0.011669705  0.009469135  0.016803458  0.011669705
## demo$career5  0.017883191  0.009852439  0.005429292  0.013201162  0.009852439
## demo$career6  0.013227088  0.007169636  0.007374260  0.008891304  0.007169636
## demo$career7 -0.017202861  0.003792285  0.006622738 -0.009982725  0.003792285
## demo$career8 -0.025494600 -0.025598360 -0.023898321 -0.027050863 -0.025598360
##                       136          137         138         139          140
## (Intercept)   0.074624980  0.074743130  0.06998013  0.06998013  0.074624980
## demo$career1 -0.018664813 -0.011120903 -0.02263645 -0.02263645 -0.018664813
## demo$career2  0.014427807  0.014157635  0.01774456  0.01774456  0.014427807
## demo$career3  0.008375993  0.001905035  0.01644858  0.01644858  0.008375993
## demo$career4  0.011669705  0.014348654  0.01780242  0.01780242  0.011669705
## demo$career5  0.009852439  0.016405682  0.01205356  0.01205356  0.009852439
## demo$career6  0.007169636  0.006634706  0.01122143  0.01122143  0.007169636
## demo$career7  0.003792285 -0.016417623 -0.01292267 -0.01292267  0.003792285
## demo$career8 -0.025598360 -0.022346102 -0.03208238 -0.03208238 -0.025598360
##                       141         142         143          144          145
## (Intercept)   0.065043469  0.06998013  0.06998013  0.065043469  0.074624980
## demo$career1 -0.020505881 -0.02263645 -0.02263645 -0.020505881 -0.018664813
## demo$career2  0.018447415  0.01774456  0.01774456  0.018447415  0.014427807
## demo$career3  0.009588435  0.01644858  0.01644858  0.009588435  0.008375993
## demo$career4  0.016803458  0.01780242  0.01780242  0.016803458  0.011669705
## demo$career5  0.013201162  0.01205356  0.01205356  0.013201162  0.009852439
## demo$career6  0.008891304  0.01122143  0.01122143  0.008891304  0.007169636
## demo$career7 -0.009982725 -0.01292267 -0.01292267 -0.009982725  0.003792285
## demo$career8 -0.027050863 -0.03208238 -0.03208238 -0.027050863 -0.025598360
##                       146         147          148          149          150
## (Intercept)   0.065043469  0.06998013  0.148857661  0.617476268  0.114118412
## demo$career1 -0.020505881 -0.02263645  0.012830103  0.011758150  0.020726613
## demo$career2  0.018447415  0.01774456  0.002015020 -0.011742059  0.017551669
## demo$career3  0.009588435  0.01644858 -0.020922225 -0.003951533 -0.031248877
## demo$career4  0.016803458  0.01780242  0.012260499 -0.018024354  0.017551847
## demo$career5  0.013201162  0.01205356  0.021350363 -0.018408955  0.031058028
## demo$career6  0.008891304  0.01122143  0.002713013 -0.012465964  0.005138103
## demo$career7 -0.009982725 -0.01292267 -0.012149500  0.014953945 -0.019571181
## demo$career8 -0.027050863 -0.03208238 -0.004751734  0.025846118 -0.001404124
##                       151         152         153          154         155
## (Intercept)   0.065043469  0.06998013  0.06998013  0.065043469  0.06998013
## demo$career1 -0.020505881 -0.02263645 -0.02263645 -0.020505881 -0.02263645
## demo$career2  0.018447415  0.01774456  0.01774456  0.018447415  0.01774456
## demo$career3  0.009588435  0.01644858  0.01644858  0.009588435  0.01644858
## demo$career4  0.016803458  0.01780242  0.01780242  0.016803458  0.01780242
## demo$career5  0.013201162  0.01205356  0.01205356  0.013201162  0.01205356
## demo$career6  0.008891304  0.01122143  0.01122143  0.008891304  0.01122143
## demo$career7 -0.009982725 -0.01292267 -0.01292267 -0.009982725 -0.01292267
## demo$career8 -0.027050863 -0.03208238 -0.03208238 -0.027050863 -0.03208238
##                      156         157         158          159          160
## (Intercept)   0.06998013  0.06998013  0.06998013  0.135859322  0.175924443
## demo$career1 -0.02263645 -0.02263645 -0.02263645  0.022379650  0.019083750
## demo$career2  0.01774456  0.01774456  0.01774456  0.020147322  0.006018252
## demo$career3  0.01644858  0.01644858  0.01644858 -0.040040046 -0.021090922
## demo$career4  0.01780242  0.01780242  0.01780242  0.015659205  0.021324423
## demo$career5  0.01205356  0.01205356  0.01205356  0.031498763  0.031471895
## demo$career6  0.01122143  0.01122143  0.01122143  0.008090746  0.007003599
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.021910762 -0.033332847
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.001041320 -0.007621846
##                      161         162          163          164         165
## (Intercept)   0.06998013  0.06998013  0.074624980  0.065043469  0.06998013
## demo$career1 -0.02263645 -0.02263645 -0.018664813 -0.020505881 -0.02263645
## demo$career2  0.01774456  0.01774456  0.014427807  0.018447415  0.01774456
## demo$career3  0.01644858  0.01644858  0.008375993  0.009588435  0.01644858
## demo$career4  0.01780242  0.01780242  0.011669705  0.016803458  0.01780242
## demo$career5  0.01205356  0.01205356  0.009852439  0.013201162  0.01205356
## demo$career6  0.01122143  0.01122143  0.007169636  0.008891304  0.01122143
## demo$career7 -0.01292267 -0.01292267  0.003792285 -0.009982725 -0.01292267
## demo$career8 -0.03208238 -0.03208238 -0.025598360 -0.027050863 -0.03208238
##                       166          167         168         169          170
## (Intercept)   0.096211916  0.065043469  0.06998013  0.06998013  0.065043469
## demo$career1 -0.017935036 -0.020505881 -0.02263645 -0.02263645 -0.020505881
## demo$career2  0.009342249  0.018447415  0.01774456  0.01774456  0.018447415
## demo$career3  0.012046533  0.009588435  0.01644858  0.01644858  0.009588435
## demo$career4  0.009469135  0.016803458  0.01780242  0.01780242  0.016803458
## demo$career5  0.005429292  0.013201162  0.01205356  0.01205356  0.013201162
## demo$career6  0.007374260  0.008891304  0.01122143  0.01122143  0.008891304
## demo$career7  0.006622738 -0.009982725 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.023898321 -0.027050863 -0.03208238 -0.03208238 -0.027050863
##                      171          172          173         174          175
## (Intercept)   0.06998013  0.092068643  0.074624980  0.06998013  0.089373900
## demo$career1 -0.02263645  0.007080295 -0.018664813 -0.02263645 -0.004657288
## demo$career2  0.01774456  0.026489904  0.014427807  0.01774456  0.016333298
## demo$career3  0.01644858 -0.020085950  0.008375993  0.01644858 -0.004091754
## demo$career4  0.01780242  0.025535310  0.011669705  0.01780242  0.018267698
## demo$career5  0.01205356  0.030463163  0.009852439  0.01205356  0.018689565
## demo$career6  0.01122143  0.009410526  0.007169636  0.01122143  0.007004525
## demo$career7 -0.01292267 -0.026921948  0.003792285 -0.01292267 -0.025693059
## demo$career8 -0.03208238 -0.009033974 -0.025598360 -0.03208238 -0.022638297
##                       176           177          178          179          180
## (Intercept)   0.065043469  0.5155366619  0.135859322  0.097591882  0.065043469
## demo$career1 -0.020505881  0.0115846709  0.022379650  0.004475643 -0.020505881
## demo$career2  0.018447415 -0.0006161578  0.020147322  0.017561385  0.018447415
## demo$career3  0.009588435 -0.0173301661 -0.040040046 -0.012959098  0.009588435
## demo$career4  0.016803458 -0.0109879162  0.015659205  0.020934029  0.016803458
## demo$career5  0.013201162 -0.0011796757  0.031498763  0.024921895  0.013201162
## demo$career6  0.008891304 -0.0073228172  0.008090746  0.009018288  0.008891304
## demo$career7 -0.009982725  0.0053598549 -0.021910762 -0.030451676 -0.009982725
## demo$career8 -0.027050863  0.0187322289 -0.001041320 -0.015539568 -0.027050863
##                       181          182          183          184         185
## (Intercept)   0.074624980  0.147099697  0.065043469  0.074624980  0.06998013
## demo$career1 -0.018664813  0.022034974 -0.020505881 -0.018664813 -0.02263645
## demo$career2  0.014427807  0.011010940  0.018447415  0.014427807  0.01774456
## demo$career3  0.008375993 -0.029913669  0.009588435  0.008375993  0.01644858
## demo$career4  0.011669705  0.021459793  0.016803458  0.011669705  0.01780242
## demo$career5  0.009852439  0.034925014  0.013201162  0.009852439  0.01205356
## demo$career6  0.007169636  0.006253616  0.008891304  0.007169636  0.01122143
## demo$career7  0.003792285 -0.033151137 -0.009982725  0.003792285 -0.01292267
## demo$career8 -0.025598360 -0.004151614 -0.027050863 -0.025598360 -0.03208238
##                       186          187           188         189         190
## (Intercept)   0.065043469  0.074624980  0.3822634592  0.06998013  0.06998013
## demo$career1 -0.020505881 -0.018664813  0.0271157763 -0.02263645 -0.02263645
## demo$career2  0.018447415  0.014427807 -0.0125470187  0.01774456  0.01774456
## demo$career3  0.009588435  0.008375993 -0.0288651927  0.01644858  0.01644858
## demo$career4  0.016803458  0.011669705 -0.0016859982  0.01780242  0.01780242
## demo$career5  0.013201162  0.009852439  0.0112802641  0.01205356  0.01205356
## demo$career6  0.008891304  0.007169636  0.0008843094  0.01122143  0.01122143
## demo$career7 -0.009982725  0.003792285 -0.0025943502 -0.01292267 -0.01292267
## demo$career8 -0.027050863 -0.025598360  0.0133148187 -0.03208238 -0.03208238
##                       191         192         193         194          195
## (Intercept)   0.074624980  0.06998013  0.06998013  0.06998013  0.065043469
## demo$career1 -0.018664813 -0.02263645 -0.02263645 -0.02263645 -0.020505881
## demo$career2  0.014427807  0.01774456  0.01774456  0.01774456  0.018447415
## demo$career3  0.008375993  0.01644858  0.01644858  0.01644858  0.009588435
## demo$career4  0.011669705  0.01780242  0.01780242  0.01780242  0.016803458
## demo$career5  0.009852439  0.01205356  0.01205356  0.01205356  0.013201162
## demo$career6  0.007169636  0.01122143  0.01122143  0.01122143  0.008891304
## demo$career7  0.003792285 -0.01292267 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.025598360 -0.03208238 -0.03208238 -0.03208238 -0.027050863
##                      196          197           198         199         200
## (Intercept)   0.06998013  0.065043469  9.222947e-02  0.06998013  0.06998013
## demo$career1 -0.02263645 -0.020505881 -9.977524e-05 -0.02263645 -0.02263645
## demo$career2  0.01774456  0.018447415  1.925476e-02  0.01774456  0.01774456
## demo$career3  0.01644858  0.009588435 -7.582675e-03  0.01644858  0.01644858
## demo$career4  0.01780242  0.016803458  1.715450e-02  0.01780242  0.01780242
## demo$career5  0.01205356  0.013201162  2.331440e-02  0.01205356  0.01205356
## demo$career6  0.01122143  0.008891304  9.765092e-03  0.01122143  0.01122143
## demo$career7 -0.01292267 -0.009982725 -6.002635e-03 -0.01292267 -0.01292267
## demo$career8 -0.03208238 -0.027050863 -1.270552e-02 -0.03208238 -0.03208238
##                       201          202          203         204           205
## (Intercept)   0.079364968  0.074624980  0.065043469  0.06998013  0.1067278106
## demo$career1 -0.014178576 -0.018664813 -0.020505881 -0.02263645 -0.0087778543
## demo$career2  0.020572780  0.014427807  0.018447415  0.01774456  0.0120824223
## demo$career3  0.003718472  0.008375993  0.009588435  0.01644858 -0.0016274943
## demo$career4  0.020636499  0.011669705  0.016803458  0.01780242  0.0122837698
## demo$career5  0.015434161  0.009852439  0.013201162  0.01205356  0.0088427316
## demo$career6  0.009256382  0.007169636  0.008891304  0.01122143  0.0052013354
## demo$career7 -0.019043980  0.003792285 -0.009982725 -0.01292267  0.0005791631
## demo$career8 -0.027335720 -0.025598360 -0.027050863 -0.03208238 -0.0186343136
##                       206          207         208         209          210
## (Intercept)   0.617476268  0.083840457  0.06998013  0.06998013  0.094310274
## demo$career1  0.011758150 -0.002323432 -0.02263645 -0.02263645  0.007917067
## demo$career2 -0.011742059  0.025051198  0.01774456  0.01774456  0.020670456
## demo$career3 -0.003951533 -0.010863360  0.01644858  0.01644858 -0.019371106
## demo$career4 -0.018024354  0.022713763  0.01780242  0.01780242  0.020266424
## demo$career5 -0.018408955  0.023970958  0.01205356  0.01205356  0.027558805
## demo$career6 -0.012465964  0.007335875  0.01122143  0.01122143  0.004951539
## demo$career7  0.014953945 -0.022153970 -0.01292267 -0.01292267 -0.029163579
## demo$career8  0.025846118 -0.016441927 -0.03208238 -0.03208238 -0.011275605
##                       211          212         213         214           215
## (Intercept)   0.065043469  0.074624980  0.06998013  0.06998013  0.0949429309
## demo$career1 -0.020505881 -0.018664813 -0.02263645 -0.02263645  0.0003357129
## demo$career2  0.018447415  0.014427807  0.01774456  0.01774456  0.0126817076
## demo$career3  0.009588435  0.008375993  0.01644858  0.01644858 -0.0134772276
## demo$career4  0.016803458  0.011669705  0.01780242  0.01780242  0.0118323451
## demo$career5  0.013201162  0.009852439  0.01205356  0.01205356  0.0166486992
## demo$career6  0.008891304  0.007169636  0.01122143  0.01122143  0.0026120522
## demo$career7 -0.009982725  0.003792285 -0.01292267 -0.01292267 -0.0087160966
## demo$career8 -0.027050863 -0.025598360 -0.03208238 -0.03208238 -0.0154189791
##                       216         217         218          219          220
## (Intercept)   0.079364968  0.06998013  0.06998013  0.065043469  0.065043469
## demo$career1 -0.014178576 -0.02263645 -0.02263645 -0.020505881 -0.020505881
## demo$career2  0.020572780  0.01774456  0.01774456  0.018447415  0.018447415
## demo$career3  0.003718472  0.01644858  0.01644858  0.009588435  0.009588435
## demo$career4  0.020636499  0.01780242  0.01780242  0.016803458  0.016803458
## demo$career5  0.015434161  0.01205356  0.01205356  0.013201162  0.013201162
## demo$career6  0.009256382  0.01122143  0.01122143  0.008891304  0.008891304
## demo$career7 -0.019043980 -0.01292267 -0.01292267 -0.009982725 -0.009982725
## demo$career8 -0.027335720 -0.03208238 -0.03208238 -0.027050863 -0.027050863
##                       221         222          223          224           225
## (Intercept)   0.103087693  0.06998013  0.065043469  0.074624980  0.0825245881
## demo$career1  0.010433589 -0.02263645 -0.020505881 -0.018664813 -0.0098473758
## demo$career2  0.014594474  0.01774456  0.018447415  0.014427807  0.0156056061
## demo$career3 -0.016209780  0.01644858  0.009588435  0.008375993 -0.0002083436
## demo$career4  0.014504223  0.01780242  0.016803458  0.011669705  0.0141807897
## demo$career5  0.026956715  0.01205356  0.013201162  0.009852439  0.0158779816
## demo$career6  0.007394952  0.01122143  0.008891304  0.007169636  0.0091938075
## demo$career7 -0.012766903 -0.01292267 -0.009982725  0.003792285 -0.0002640175
## demo$career8 -0.007326789 -0.03208238 -0.027050863 -0.025598360 -0.0185652112
##                      226         227         228         229          230
## (Intercept)   0.06998013  0.06998013  0.06998013  0.06998013  0.072602643
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.02263645 -0.011922884
## demo$career2  0.01774456  0.01774456  0.01774456  0.01774456  0.019716925
## demo$career3  0.01644858  0.01644858  0.01644858  0.01644858  0.001214311
## demo$career4  0.01780242  0.01780242  0.01780242  0.01780242  0.019382656
## demo$career5  0.01205356  0.01205356  0.01205356  0.01205356  0.019178663
## demo$career6  0.01122143  0.01122143  0.01122143  0.01122143  0.010898601
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.01292267 -0.014277136
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.03208238 -0.020205615
##                       231          232          233          234          235
## (Intercept)   0.079364968  0.065043469  0.074624980  0.183837788  0.617476268
## demo$career1 -0.014178576 -0.020505881 -0.018664813  0.026983070  0.011758150
## demo$career2  0.020572780  0.018447415  0.014427807  0.008382648 -0.011742059
## demo$career3  0.003718472  0.009588435  0.008375993 -0.041432455 -0.003951533
## demo$career4  0.020636499  0.016803458  0.011669705  0.013430283 -0.018024354
## demo$career5  0.015434161  0.013201162  0.009852439  0.031872266 -0.018408955
## demo$career6  0.009256382  0.008891304  0.007169636  0.007345494 -0.012465964
## demo$career7 -0.019043980 -0.009982725  0.003792285 -0.019986231  0.014953945
## demo$career8 -0.027335720 -0.027050863 -0.025598360 -0.001574568  0.025846118
##                       236          237          238          239          240
## (Intercept)   0.114118412  0.074034948  0.105107992  0.079617111  0.079617111
## demo$career1  0.020726613 -0.011422822  0.010554383 -0.013504793 -0.013504793
## demo$career2  0.017551669  0.022036965  0.016326520  0.013557352  0.013557352
## demo$career3 -0.031248877  0.002744969 -0.021337812  0.009080987  0.009080987
## demo$career4  0.017551847  0.019723175  0.014809121  0.015429179  0.015429179
## demo$career5  0.031058028  0.020264912  0.024269716  0.015171539  0.015171539
## demo$career6  0.005138103  0.009417987  0.003046554  0.009054476  0.009054476
## demo$career7 -0.019571181 -0.015709441 -0.014787202 -0.019296123 -0.019296123
## demo$career8 -0.001404124 -0.021637920 -0.009347089 -0.027587862 -0.027587862
##                       241          242         243         244          245
## (Intercept)   0.102914851  0.065043469  0.06998013  0.06998013  0.065043469
## demo$career1  0.017787545 -0.020505881 -0.02263645 -0.02263645 -0.020505881
## demo$career2  0.022008138  0.018447415  0.01774456  0.01774456  0.018447415
## demo$career3 -0.029010122  0.009588435  0.01644858  0.01644858  0.009588435
## demo$career4  0.023088696  0.016803458  0.01780242  0.01780242  0.016803458
## demo$career5  0.034281051  0.013201162  0.01205356  0.01205356  0.013201162
## demo$career6  0.007026789  0.008891304  0.01122143  0.01122143  0.008891304
## demo$career7 -0.034205782 -0.009982725 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.003568676 -0.027050863 -0.03208238 -0.03208238 -0.027050863
##                       246         247          248          249          250
## (Intercept)   0.074624980  0.06998013  0.074743130  0.114118412  0.074624980
## demo$career1 -0.018664813 -0.02263645 -0.011120903  0.020726613 -0.018664813
## demo$career2  0.014427807  0.01774456  0.014157635  0.017551669  0.014427807
## demo$career3  0.008375993  0.01644858  0.001905035 -0.031248877  0.008375993
## demo$career4  0.011669705  0.01780242  0.014348654  0.017551847  0.011669705
## demo$career5  0.009852439  0.01205356  0.016405682  0.031058028  0.009852439
## demo$career6  0.007169636  0.01122143  0.006634706  0.005138103  0.007169636
## demo$career7  0.003792285 -0.01292267 -0.016417623 -0.019571181  0.003792285
## demo$career8 -0.025598360 -0.03208238 -0.022346102 -0.001404124 -0.025598360
##                       251           252          253         254          255
## (Intercept)   0.092337958  0.1193353222  0.103087693  0.06998013  0.114118412
## demo$career1  0.007798634 -0.0152188031  0.010433589 -0.02263645  0.020726613
## demo$career2  0.018979767  0.0245955633  0.014594474  0.01774456  0.017551669
## demo$career3 -0.014362000  0.0009275272 -0.016209780  0.01644858 -0.031248877
## demo$career4  0.019967280  0.0166120587  0.014504223  0.01780242  0.017551847
## demo$career5  0.030182074  0.0163478206  0.026956715  0.01205356  0.031058028
## demo$career6  0.009198931  0.0154041952  0.007394952  0.01122143  0.005138103
## demo$career7 -0.027191263 -0.0180155903 -0.012766903 -0.01292267 -0.019571181
## demo$career8 -0.009303290 -0.0249605349 -0.007326789 -0.03208238 -0.001404124
##                       256         257         258          259          260
## (Intercept)   0.102914851  0.06998013  0.06998013  0.114118412  0.617476268
## demo$career1  0.017787545 -0.02263645 -0.02263645  0.020726613  0.011758150
## demo$career2  0.022008138  0.01774456  0.01774456  0.017551669 -0.011742059
## demo$career3 -0.029010122  0.01644858  0.01644858 -0.031248877 -0.003951533
## demo$career4  0.023088696  0.01780242  0.01780242  0.017551847 -0.018024354
## demo$career5  0.034281051  0.01205356  0.01205356  0.031058028 -0.018408955
## demo$career6  0.007026789  0.01122143  0.01122143  0.005138103 -0.012465964
## demo$career7 -0.034205782 -0.01292267 -0.01292267 -0.019571181  0.014953945
## demo$career8 -0.003568676 -0.03208238 -0.03208238 -0.001404124  0.025846118
##                       261          262          263          264           265
## (Intercept)   0.074624980  0.123907654  0.092809789  0.617476268  0.5155366619
## demo$career1 -0.018664813  0.019350070  0.007397350  0.011758150  0.0115846709
## demo$career2  0.014427807  0.024640820  0.018226166 -0.011742059 -0.0006161578
## demo$career3  0.008375993 -0.037542877 -0.020971397 -0.003951533 -0.0173301661
## demo$career4  0.011669705  0.021406666  0.019914007 -0.018024354 -0.0109879162
## demo$career5  0.009852439  0.034824180  0.026420730 -0.018408955 -0.0011796757
## demo$career6  0.007169636  0.009943274  0.006504878 -0.012465964 -0.0073228172
## demo$career7  0.003792285 -0.036879219 -0.027663094  0.014953945  0.0053598549
## demo$career8 -0.025598360 -0.003256858 -0.009775121  0.025846118  0.0187322289
##                       266           267         268          269          270
## (Intercept)   0.065043469  0.0874910306  0.06998013  0.074624980  0.158722649
## demo$career1 -0.020505881 -0.0047712601 -0.02263645 -0.018664813  0.025184404
## demo$career2  0.018447415  0.0147196642  0.01774456  0.014427807  0.012792244
## demo$career3  0.009588435  0.0006953346  0.01644858  0.008375993 -0.038296012
## demo$career4  0.016803458  0.0179794568  0.01780242  0.011669705  0.014872758
## demo$career5  0.013201162  0.0211940425  0.01205356  0.009852439  0.031850967
## demo$career6  0.008891304  0.0110633634  0.01122143  0.007169636  0.008276847
## demo$career7 -0.009982725 -0.0238101896 -0.01292267  0.003792285 -0.024417861
## demo$career8 -0.027050863 -0.0207554273 -0.03208238 -0.025598360 -0.000747260
##                       271          272          273          274          275
## (Intercept)   0.074624980  0.125200417  0.074624980  0.074624980  0.102914851
## demo$career1 -0.018664813  0.011817802 -0.018664813 -0.018664813  0.017787545
## demo$career2  0.014427807  0.010627668  0.014427807  0.014427807  0.022008138
## demo$career3  0.008375993 -0.018682219  0.008375993  0.008375993 -0.029010122
## demo$career4  0.011669705  0.013234907  0.011669705  0.011669705  0.023088696
## demo$career5  0.009852439  0.026959274  0.009852439  0.009852439  0.034281051
## demo$career6  0.007169636  0.006516386  0.007169636  0.007169636  0.007026789
## demo$career7  0.003792285 -0.008482374  0.003792285  0.003792285 -0.034205782
## demo$career8 -0.025598360 -0.008212624 -0.025598360 -0.025598360 -0.003568676
##                       276          277          278          279          280
## (Intercept)   0.074485513  0.074743130  0.074624980  0.074624980  0.307629798
## demo$career1 -0.011808912 -0.011120903 -0.018664813 -0.018664813  0.025239469
## demo$career2  0.021330559  0.014157635  0.014427807  0.014427807 -0.008678088
## demo$career3 -0.003572778  0.001905035  0.008375993  0.008375993 -0.032123068
## demo$career4  0.019670898  0.014348654  0.011669705  0.011669705  0.003823451
## demo$career5  0.016674186  0.016405682  0.009852439  0.009852439  0.020885804
## demo$career6  0.006839762  0.006634706  0.007169636  0.007169636  0.003400491
## demo$career7 -0.016160006 -0.016417623  0.003792285  0.003792285 -0.008318967
## demo$career8 -0.022088485 -0.022346102 -0.025598360 -0.025598360  0.008720480
##                      281         282         283         284          285
## (Intercept)   0.06998013  0.06998013  0.06998013  0.06998013  0.065043469
## demo$career1 -0.02263645 -0.02263645 -0.02263645 -0.02263645 -0.020505881
## demo$career2  0.01774456  0.01774456  0.01774456  0.01774456  0.018447415
## demo$career3  0.01644858  0.01644858  0.01644858  0.01644858  0.009588435
## demo$career4  0.01780242  0.01780242  0.01780242  0.01780242  0.016803458
## demo$career5  0.01205356  0.01205356  0.01205356  0.01205356  0.013201162
## demo$career6  0.01122143  0.01122143  0.01122143  0.01122143  0.008891304
## demo$career7 -0.01292267 -0.01292267 -0.01292267 -0.01292267 -0.009982725
## demo$career8 -0.03208238 -0.03208238 -0.03208238 -0.03208238 -0.027050863
##                      286          287         288          289          290
## (Intercept)   0.06998013  0.074743130  0.06998013  0.084564749  0.084564749
## demo$career1 -0.02263645 -0.011120903 -0.02263645 -0.002014132 -0.002014132
## demo$career2  0.01774456  0.014157635  0.01774456  0.016984248  0.016984248
## demo$career3  0.01644858  0.001905035  0.01644858 -0.011725464 -0.011725464
## demo$career4  0.01780242  0.014348654  0.01780242  0.017218619  0.017218619
## demo$career5  0.01205356  0.016405682  0.01205356  0.020022253  0.020022253
## demo$career6  0.01122143  0.006634706  0.01122143  0.004492720  0.004492720
## demo$career7 -0.01292267 -0.016417623 -0.01292267 -0.022878262 -0.022878262
## demo$career8 -0.03208238 -0.022346102 -0.03208238 -0.017166219 -0.017166219
##                      291          292           293         294          295
## (Intercept)   0.06998013  0.065043469  0.1410544669  0.06998013  0.074624980
## demo$career1 -0.02263645 -0.020505881  0.0005996757 -0.02263645 -0.018664813
## demo$career2  0.01774456  0.018447415  0.0115233112  0.01774456  0.014427807
## demo$career3  0.01644858  0.009588435 -0.0085467488  0.01644858  0.008375993
## demo$career4  0.01780242  0.016803458  0.0146801243  0.01780242  0.011669705
## demo$career5  0.01205356  0.013201162  0.0124373649  0.01205356  0.009852439
## demo$career6  0.01122143  0.008891304  0.0061387705  0.01122143  0.007169636
## demo$career7 -0.01292267 -0.009982725 -0.0021656120 -0.01292267  0.003792285
## demo$career8 -0.03208238 -0.027050863 -0.0102693606 -0.03208238 -0.025598360
##                       296          297          298         299          300
## (Intercept)   0.074624980  0.065043469  0.617476268  0.06998013  0.074624980
## demo$career1 -0.018664813 -0.020505881  0.011758150 -0.02263645 -0.018664813
## demo$career2  0.014427807  0.018447415 -0.011742059  0.01774456  0.014427807
## demo$career3  0.008375993  0.009588435 -0.003951533  0.01644858  0.008375993
## demo$career4  0.011669705  0.016803458 -0.018024354  0.01780242  0.011669705
## demo$career5  0.009852439  0.013201162 -0.018408955  0.01205356  0.009852439
## demo$career6  0.007169636  0.008891304 -0.012465964  0.01122143  0.007169636
## demo$career7  0.003792285 -0.009982725  0.014953945 -0.01292267  0.003792285
## demo$career8 -0.025598360 -0.027050863  0.025846118 -0.03208238 -0.025598360
##                       301          302         303          304          305
## (Intercept)   0.065043469  0.074624980  0.09162747  0.275067713  0.065043469
## demo$career1 -0.020505881 -0.018664813 -0.01109496  0.029358808 -0.020505881
## demo$career2  0.018447415  0.014427807  0.02207188 -0.007843790  0.018447415
## demo$career3  0.009588435  0.008375993 -0.00607002 -0.032190810  0.009588435
## demo$career4  0.016803458  0.011669705  0.01778729  0.008077589  0.016803458
## demo$career5  0.013201162  0.009852439  0.01940457  0.021387473  0.013201162
## demo$career6  0.008891304  0.007169636  0.01369157  0.006014731  0.008891304
## demo$career7 -0.009982725  0.003792285 -0.01633554 -0.012508289 -0.009982725
## demo$career8 -0.027050863 -0.025598360 -0.02026068  0.004970327 -0.027050863
##                       306          307          308          309          310
## (Intercept)   0.072602643  0.065043469  0.146676483  0.143407274  0.617476268
## demo$career1 -0.011922884 -0.020505881  0.013871680  0.001474382  0.011758150
## demo$career2  0.019716925  0.018447415  0.009001429  0.005418159 -0.011742059
## demo$career3  0.001214311  0.009588435 -0.029481788 -0.007806254 -0.003951533
## demo$career4  0.019382656  0.016803458  0.011732377  0.009153342 -0.018024354
## demo$career5  0.019178663  0.013201162  0.023531541  0.009388556 -0.018408955
## demo$career6  0.010898601  0.008891304  0.007671969  0.001465987 -0.012465964
## demo$career7 -0.014277136 -0.009982725 -0.017690329 -0.004518419  0.014953945
## demo$career8 -0.020205615 -0.027050863 -0.007472517 -0.012622168  0.025846118
##                      311          312
## (Intercept)   0.06998013  0.096211916
## demo$career1 -0.02263645 -0.017935036
## demo$career2  0.01774456  0.009342249
## demo$career3  0.01644858  0.012046533
## demo$career4  0.01780242  0.009469135
## demo$career5  0.01205356  0.005429292
## demo$career6  0.01122143  0.007374260
## demo$career7 -0.01292267  0.006622738
## demo$career8 -0.03208238 -0.023898321
## 
## $f.perms
##              [,1]
##    [1,] 1.4974419
##    [2,] 0.8717919
##    [3,] 0.7768290
##    [4,] 2.2188341
##    [5,] 0.9219673
##    [6,] 1.3237229
##    [7,] 1.9328684
##    [8,] 2.2029396
##    [9,] 1.3075665
##   [10,] 0.3911049
##   [11,] 0.6828856
##   [12,] 0.7208244
##   [13,] 1.7241251
##   [14,] 0.3665106
##   [15,] 1.6690845
##   [16,] 1.0710735
##   [17,] 1.6585913
##   [18,] 0.7791897
##   [19,] 1.0258763
##   [20,] 0.3180621
##   [21,] 1.3372563
##   [22,] 1.5113232
##   [23,] 0.3003107
##   [24,] 0.9701142
##   [25,] 1.7598233
##   [26,] 1.6703902
##   [27,] 0.6287486
##   [28,] 0.8865388
##   [29,] 2.0860704
##   [30,] 0.6866456
##   [31,] 1.2471684
##   [32,] 0.8523741
##   [33,] 0.8859601
##   [34,] 0.7188653
##   [35,] 0.9655748
##   [36,] 0.9666805
##   [37,] 3.5695046
##   [38,] 1.4474398
##   [39,] 1.3747190
##   [40,] 0.7383371
##   [41,] 0.9597288
##   [42,] 0.6389786
##   [43,] 1.3862615
##   [44,] 0.7328490
##   [45,] 0.5379601
##   [46,] 1.3491110
##   [47,] 1.0222282
##   [48,] 1.0030738
##   [49,] 0.4646595
##   [50,] 1.2880254
##   [51,] 0.5522848
##   [52,] 0.6433716
##   [53,] 1.2393900
##   [54,] 1.7555987
##   [55,] 1.3553261
##   [56,] 0.8560636
##   [57,] 1.3186201
##   [58,] 2.4352813
##   [59,] 0.4235791
##   [60,] 1.7793604
##   [61,] 0.6237668
##   [62,] 0.5024589
##   [63,] 0.5310806
##   [64,] 0.8136298
##   [65,] 0.6283171
##   [66,] 1.2243064
##   [67,] 0.4664521
##   [68,] 0.3865185
##   [69,] 0.9240853
##   [70,] 0.7664283
##   [71,] 0.5767839
##   [72,] 1.2019293
##   [73,] 0.8733534
##   [74,] 0.9721014
##   [75,] 0.6377844
##   [76,] 0.6304856
##   [77,] 1.0465909
##   [78,] 1.0975884
##   [79,] 1.3403703
##   [80,] 0.4658339
##   [81,] 0.8704793
##   [82,] 1.0470841
##   [83,] 0.6369476
##   [84,] 0.6772232
##   [85,] 0.4264607
##   [86,] 0.6494712
##   [87,] 0.5321536
##   [88,] 0.9113569
##   [89,] 0.9469899
##   [90,] 1.6725663
##   [91,] 0.3388622
##   [92,] 0.7511072
##   [93,] 1.1830753
##   [94,] 1.5830235
##   [95,] 0.6243770
##   [96,] 1.1466541
##   [97,] 0.9019860
##   [98,] 0.9963862
##   [99,] 1.0724027
##  [100,] 0.7572286
##  [101,] 0.2854892
##  [102,] 0.3883108
##  [103,] 0.7461108
##  [104,] 0.6807349
##  [105,] 0.5649197
##  [106,] 1.0287353
##  [107,] 0.7765692
##  [108,] 0.7905585
##  [109,] 0.7415158
##  [110,] 0.7406522
##  [111,] 1.0036391
##  [112,] 3.0344984
##  [113,] 1.1176519
##  [114,] 0.4058922
##  [115,] 0.8544373
##  [116,] 1.5469878
##  [117,] 0.8857938
##  [118,] 0.6797905
##  [119,] 1.9057792
##  [120,] 1.2872058
##  [121,] 2.1405301
##  [122,] 1.2895466
##  [123,] 0.8824474
##  [124,] 1.2328669
##  [125,] 0.9116745
##  [126,] 0.7515600
##  [127,] 0.6265113
##  [128,] 0.6172927
##  [129,] 1.1176005
##  [130,] 0.8989495
##  [131,] 0.6381072
##  [132,] 2.0859230
##  [133,] 0.7582847
##  [134,] 0.9653224
##  [135,] 0.9326351
##  [136,] 1.1584295
##  [137,] 0.7882199
##  [138,] 1.3432595
##  [139,] 1.3761087
##  [140,] 0.4083985
##  [141,] 0.4500615
##  [142,] 0.6843091
##  [143,] 1.0385385
##  [144,] 1.6580521
##  [145,] 0.7797638
##  [146,] 0.3857088
##  [147,] 1.7008109
##  [148,] 1.6237274
##  [149,] 1.9031553
##  [150,] 0.6404214
##  [151,] 0.9938748
##  [152,] 1.1624248
##  [153,] 0.9574631
##  [154,] 0.4546944
##  [155,] 1.1329144
##  [156,] 0.7104896
##  [157,] 1.1197424
##  [158,] 0.8957987
##  [159,] 0.5274844
##  [160,] 0.3673701
##  [161,] 2.1554148
##  [162,] 1.4121150
##  [163,] 1.1383073
##  [164,] 1.0054568
##  [165,] 1.2942118
##  [166,] 0.7101454
##  [167,] 0.9956890
##  [168,] 0.7883475
##  [169,] 1.1379282
##  [170,] 1.5744136
##  [171,] 0.9243026
##  [172,] 0.4451932
##  [173,] 1.3082130
##  [174,] 1.0154622
##  [175,] 1.0313398
##  [176,] 1.6621118
##  [177,] 2.3803759
##  [178,] 1.8509027
##  [179,] 0.9123157
##  [180,] 0.8013707
##  [181,] 0.8858868
##  [182,] 1.1685066
##  [183,] 0.7975649
##  [184,] 0.7192906
##  [185,] 1.4195119
##  [186,] 0.5951181
##  [187,] 0.6790961
##  [188,] 0.4546862
##  [189,] 0.6416328
##  [190,] 0.7362764
##  [191,] 1.1652922
##  [192,] 0.4356135
##  [193,] 0.7087964
##  [194,] 0.6893263
##  [195,] 0.8901663
##  [196,] 1.6331589
##  [197,] 1.4517107
##  [198,] 1.4605605
##  [199,] 2.3310500
##  [200,] 1.0704977
##  [201,] 1.3212487
##  [202,] 0.7909705
##  [203,] 0.6166156
##  [204,] 0.8288649
##  [205,] 0.7469382
##  [206,] 1.9201200
##  [207,] 0.8414362
##  [208,] 0.7883968
##  [209,] 0.3761934
##  [210,] 0.6966344
##  [211,] 0.8272786
##  [212,] 0.5145045
##  [213,] 0.4934888
##  [214,] 0.6910262
##  [215,] 0.6214641
##  [216,] 0.6931165
##  [217,] 1.3803805
##  [218,] 1.4095564
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##  [839,] 2.1815888
##  [840,] 1.1131840
##  [841,] 0.9148746
##  [842,] 0.9448811
##  [843,] 0.9477788
##  [844,] 1.4649714
##  [845,] 1.3526736
##  [846,] 1.6964158
##  [847,] 1.1618037
##  [848,] 1.6741872
##  [849,] 0.8342298
##  [850,] 1.8864207
##  [851,] 0.7944649
##  [852,] 0.9160797
##  [853,] 0.6259354
##  [854,] 1.5629776
##  [855,] 0.4936949
##  [856,] 0.4336009
##  [857,] 2.9955206
##  [858,] 0.7125703
##  [859,] 0.5043418
##  [860,] 1.3047332
##  [861,] 0.8637406
##  [862,] 1.2348345
##  [863,] 0.7483484
##  [864,] 1.3623972
##  [865,] 0.8933902
##  [866,] 0.6304044
##  [867,] 0.6521371
##  [868,] 0.3614800
##  [869,] 1.4901506
##  [870,] 1.0878483
##  [871,] 1.1019182
##  [872,] 0.5636422
##  [873,] 1.2324399
##  [874,] 1.0360939
##  [875,] 0.9234967
##  [876,] 0.4689318
##  [877,] 1.5242703
##  [878,] 0.5358454
##  [879,] 0.5745501
##  [880,] 0.4280006
##  [881,] 1.8482166
##  [882,] 2.2740451
##  [883,] 5.3256580
##  [884,] 1.0550065
##  [885,] 1.2301608
##  [886,] 0.4506021
##  [887,] 1.2863292
##  [888,] 0.5678702
##  [889,] 1.0765270
##  [890,] 0.4287466
##  [891,] 0.8049516
##  [892,] 0.6048185
##  [893,] 0.6131057
##  [894,] 1.8708338
##  [895,] 1.9308876
##  [896,] 0.9633939
##  [897,] 1.2662083
##  [898,] 0.7609552
##  [899,] 1.0779675
##  [900,] 0.6152846
##  [901,] 0.3578300
##  [902,] 0.6582472
##  [903,] 1.6358688
##  [904,] 0.9468911
##  [905,] 1.4058771
##  [906,] 0.7488736
##  [907,] 1.2178641
##  [908,] 1.5919448
##  [909,] 1.4841504
##  [910,] 1.4388344
##  [911,] 1.1637560
##  [912,] 1.0437808
##  [913,] 0.7322863
##  [914,] 0.7183326
##  [915,] 1.2673282
##  [916,] 0.6092039
##  [917,] 0.8352702
##  [918,] 0.7087942
##  [919,] 1.0260939
##  [920,] 1.6528620
##  [921,] 0.8507523
##  [922,] 0.5633832
##  [923,] 1.5840017
##  [924,] 0.7995170
##  [925,] 0.4876778
##  [926,] 0.5112547
##  [927,] 1.0798743
##  [928,] 0.7394541
##  [929,] 0.8941827
##  [930,] 0.3937824
##  [931,] 0.6754247
##  [932,] 0.6083571
##  [933,] 1.8621868
##  [934,] 1.6582111
##  [935,] 1.0827860
##  [936,] 1.1429256
##  [937,] 0.9950260
##  [938,] 1.1963093
##  [939,] 0.7864913
##  [940,] 1.7413956
##  [941,] 0.5672507
##  [942,] 1.2671711
##  [943,] 1.4997016
##  [944,] 1.4052189
##  [945,] 1.3073894
##  [946,] 0.9548246
##  [947,] 0.8652779
##  [948,] 0.3633817
##  [949,] 1.1491985
##  [950,] 0.9372818
##  [951,] 0.8264511
##  [952,] 1.1517732
##  [953,] 2.1966254
##  [954,] 0.6600281
##  [955,] 0.8090423
##  [956,] 1.2710485
##  [957,] 1.0071482
##  [958,] 0.6054545
##  [959,] 1.5389950
##  [960,] 0.9594870
##  [961,] 0.8370192
##  [962,] 0.8872304
##  [963,] 0.9922285
##  [964,] 0.7534211
##  [965,] 0.8453706
##  [966,] 0.6464110
##  [967,] 0.7494739
##  [968,] 0.7399403
##  [969,] 1.5600548
##  [970,] 0.6870258
##  [971,] 1.2593197
##  [972,] 1.7104472
##  [973,] 0.5705991
##  [974,] 2.3061061
##  [975,] 1.0390029
##  [976,] 0.8045072
##  [977,] 0.5220312
##  [978,] 0.4423618
##  [979,] 0.9296992
##  [980,] 0.8228893
##  [981,] 2.3208063
##  [982,] 1.9190133
##  [983,] 0.8728791
##  [984,] 0.4958674
##  [985,] 1.3574409
##  [986,] 1.3246878
##  [987,] 1.2579073
##  [988,] 1.7011483
##  [989,] 0.9090518
##  [990,] 0.6625103
##  [991,] 0.6397174
##  [992,] 0.6025368
##  [993,] 1.0743515
##  [994,] 0.4030579
##  [995,] 1.0837356
##  [996,] 0.7308953
##  [997,] 0.3556916
##  [998,] 0.5259338
##  [999,] 1.0780276
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
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##     demo$career5 demo$career6 demo$career7 demo$career8
## 1              1            0            0            0
## 2              1            0            0            0
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## 
## $terms
## gm ~ demo$career
## attr(,"variables")
## list(gm, demo$career)
## attr(,"factors")
##             demo$career
## gm                    0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.

Competency in Science

Now, Competency in Science:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.2873 0.035918  1.0802 0.02773  0.357
## Residuals   303   10.0749 0.033251         0.97227       
## Total       311   10.3623                  1.00000       
## 
## $call
## adonis(formula = sci_comp ~ demo$career)
## 
## $coefficients
##               sci_comp1   sci_comp2  sci_comp3   sci_comp4 sci_competancy_ave
## (Intercept)   3.1574405  3.10546070  2.9716173  3.57415236         3.20216771
## demo$career1 -0.1796627 -0.46101626 -0.3493951 -0.01859680        -0.25216771
## demo$career2 -0.3112866 -0.25930685 -0.5870019 -0.03569082        -0.29832155
## demo$career3  0.2425595  0.02787263  0.3617161  0.09251431         0.18116563
## demo$career4 -0.2394077 -0.26119840 -0.2585025 -0.21349662        -0.24315131
## demo$career5  0.1342262 -0.10546070  0.1672716 -0.26859680        -0.01813993
## demo$career6 -0.2574405 -0.25546070 -0.3716173 -0.27415236        -0.28966771
## demo$career7 -0.1574405  0.60882501  0.3140970  0.28299050         0.26211801
## demo$career8  0.4258928  0.64453930  0.5283827  0.50918097         0.52699896
## 
## $coef.sites
##                         1             2             3            4            5
## (Intercept)   0.174923856  0.1582462442  1.912496e-01  0.372376125  0.250799668
## demo$career1  0.008570857 -0.0007149036  9.786534e-05 -0.022380556 -0.007188823
## demo$career2 -0.007383078 -0.0145864429 -1.753331e-02 -0.021948006 -0.010053981
## demo$career3 -0.010637078 -0.0212961666 -9.847166e-03  0.018704749  0.019545230
## demo$career4  0.009539724  0.0043508108  2.678906e-03 -0.022955631 -0.031378591
## demo$career5  0.026873082  0.0193563670  2.927103e-02 -0.004768225  0.014532382
## demo$career6  0.005633709 -0.0065611699 -6.087608e-03 -0.026733670 -0.050305978
## demo$career7  0.002014582  0.0235889977  1.453947e-02  0.039453350  0.034419240
## demo$career8 -0.028688441  0.0024639394 -1.160965e-02  0.059222601  0.040690515
##                          6            7            8           9           10
## (Intercept)   0.1665506348  0.274863464  0.192056795  0.27182929  0.179424528
## demo$career1 -0.0015961897 -0.001151585  0.022748641 -0.02681156 -0.003714101
## demo$career2 -0.0117129892 -0.019691969  0.025973538 -0.02597339 -0.016500464
## demo$career3 -0.0162517650  0.010838069 -0.032948200  0.01159930 -0.011045150
## demo$career4  0.0009465047 -0.023932746  0.024350823 -0.01648627 -0.003516784
## demo$career5  0.0266174088  0.012506924  0.002113041  0.01579763  0.020886649
## demo$career6 -0.0186070248 -0.031985579  0.021361474 -0.01894580 -0.022166397
## demo$career7  0.0152846071  0.010355444 -0.003283803  0.04368440  0.021514745
## demo$career8 -0.0051715549  0.031977596 -0.051605406  0.03273904  0.003622809
##                        11           12          13          14           15
## (Intercept)   0.194552825  0.358110826  0.16139524  0.16139524  0.162023009
## demo$career1  0.002327037 -0.016361161  0.02258150  0.02258150  0.012829126
## demo$career2 -0.016631236 -0.013147379  0.02728320  0.02728320  0.001779878
## demo$career3  0.005410345  0.031472971 -0.03303402 -0.03303402 -0.016680706
## demo$career4 -0.008329154 -0.031409870  0.02610616  0.02610616  0.012630409
## demo$career5  0.023597950 -0.004799534  0.01257713  0.01257713  0.021702882
## demo$career6 -0.021991256 -0.043963727  0.01928990  0.01928990  0.004834978
## demo$career7  0.017270801  0.033083728 -0.00830016 -0.00830016  0.013021301
## demo$career8 -0.010778215  0.049454286 -0.05429018 -0.05429018 -0.039566624
##                       16          17           18           19            20
## (Intercept)   0.20078345  0.49336957  0.148669004  0.167706016  0.1665506348
## demo$career1  0.03612950 -0.02932451  0.007419158  0.017166301 -0.0015961897
## demo$career2  0.04214163 -0.03489863  0.001768490  0.011913583 -0.0117129892
## demo$career3 -0.03158098  0.02742433 -0.031327471 -0.029237269 -0.0162517650
## demo$career4  0.03469293 -0.02959937  0.016814862  0.026166286  0.0009465047
## demo$career5  0.01417074 -0.01752430  0.019237438  0.019725849  0.0266174088
## demo$career6  0.03248237 -0.02757357  0.004811516  0.020363917 -0.0186070248
## demo$career7 -0.02825311  0.02382276  0.016851497 -0.007468074  0.0152846071
## demo$career8 -0.07289955  0.06644752 -0.026784047 -0.047949434 -0.0051715549
##                        21            22           23           24            25
## (Intercept)   0.202043560  0.1603379113  0.157923062  0.153025164  0.1728537775
## demo$career1  0.003695768  0.0003019468  0.005344127  0.016099487 -0.0034311186
## demo$career2 -0.013303514  0.0030468100 -0.004589623  0.010429873 -0.0034476111
## demo$career3 -0.012729041 -0.0258359811 -0.028747123 -0.030582822 -0.0082414701
## demo$career4  0.007625095  0.0109161045  0.013254630  0.021683635  0.0007867768
## demo$career5  0.019081466  0.0198391277  0.014588728  0.018685137  0.0231747921
## demo$career6  0.000165713 -0.0036956523  0.001859402  0.012176446 -0.0127944848
## demo$career7  0.019246327  0.0306234521  0.023100413  0.006223927  0.0357376967
## demo$career8 -0.023072507 -0.0150210486 -0.018161755 -0.040967907 -0.0116798258
##                        26           27           28           29          30
## (Intercept)   0.236903875  0.154851448  0.196200594  0.167706016  0.19895213
## demo$career1  0.036122814  0.008943372 -0.006312658  0.017166301 -0.01226464
## demo$career2  0.042087813  0.009098459 -0.021600524  0.011913583 -0.01289685
## demo$career3 -0.030780520 -0.029354712  0.008235885 -0.029237269  0.01168065
## demo$career4  0.036694157  0.013630789 -0.015583970  0.026166286 -0.01822984
## demo$career5  0.009811558  0.016748288  0.022575999  0.019725849  0.02849878
## demo$career6  0.039733897  0.004463044 -0.034011542  0.020363917 -0.04030965
## demo$career7 -0.034153843  0.004944132  0.025955609 -0.007468074  0.03463264
## demo$career8 -0.078789262 -0.022694887  0.008086324 -0.047949434  0.01168399
##                         31          32           33          34           35
## (Intercept)   0.1747201372  0.16139524  0.219306642  0.18680972  0.217694024
## demo$career1 -0.0095004693  0.02258150  0.010071703  0.02509585  0.001902885
## demo$career2 -0.0123066731  0.02728320  0.001425627  0.02353348 -0.016594646
## demo$career3  0.0004255593 -0.03303402 -0.017711781 -0.03090086  0.001533090
## demo$career4 -0.0089007369  0.02610616  0.007410527  0.01838033 -0.004631423
## demo$career5  0.0278771363  0.01257713  0.011561118  0.00459636  0.027485432
## demo$career6 -0.0225243474  0.01928990  0.002952027  0.01296411 -0.012577833
## demo$career7  0.0380499550 -0.00830016 -0.008034171 -0.00370680  0.005013957
## demo$career8  0.0088322508 -0.05429018 -0.023871821 -0.03355904 -0.014780658
##                        36          37          38            39          40
## (Intercept)   0.190805306  0.19407230  0.16139524  0.1686034339  0.16139524
## demo$career1  0.010347861  0.02204479  0.02258150  0.0206262668  0.02258150
## demo$career2  0.026043406  0.01507451  0.02728320  0.0212714351  0.02728320
## demo$career3 -0.031236868 -0.01243613 -0.03303402 -0.0311857228 -0.03303402
## demo$career4  0.017722035  0.02427113  0.02610616  0.0229849672  0.02610616
## demo$career5  0.006547682  0.02413133  0.01257713  0.0072261123  0.01257713
## demo$career6  0.008337932  0.01943807  0.01928990  0.0173329926  0.01928990
## demo$career7  0.014421193 -0.01790030 -0.00830016 -0.0008887348 -0.00830016
## demo$career8 -0.034594717 -0.05684477 -0.05429018 -0.0471865710 -0.05429018
##                        41          42            43          44           45
## (Intercept)   0.219990303  0.21506558  0.1813620375  0.23705604  0.250294246
## demo$career1  0.030775223  0.03569994  0.0086091975 -0.01896489  0.001808079
## demo$career2  0.035722250  0.04064697 -0.0037965261 -0.01267914 -0.012630625
## demo$career3 -0.035261613 -0.03000665 -0.0177623234  0.01781506 -0.008383989
## demo$career4  0.032647028  0.03721622  0.0119153771 -0.01845461 -0.011248766
## demo$career5  0.008047129  0.01489529  0.0256260457  0.02535373  0.012590341
## demo$career6  0.035528565  0.03816757  0.0008534488 -0.03342913 -0.023814265
## demo$career7 -0.022503716 -0.03628341 -0.0051562003  0.03358099  0.007166990
## demo$career8 -0.071487893 -0.07737925 -0.0301883511  0.01513033  0.029436111
##                         46           47           48            49           50
## (Intercept)   0.1582462442  0.255323901  0.189806419  0.1582462442  0.179424528
## demo$career1 -0.0007149036 -0.004909753 -0.011229345 -0.0007149036 -0.003714101
## demo$career2 -0.0145864429 -0.023943987 -0.016075727 -0.0145864429 -0.016500464
## demo$career3 -0.0212961666  0.002285386  0.006260829 -0.0212961666 -0.011045150
## demo$career4  0.0043508108 -0.006758332 -0.014566274  0.0043508108 -0.003516784
## demo$career5  0.0193563670  0.028135925  0.020558847  0.0193563670  0.020886649
## demo$career6 -0.0065611699 -0.016126490 -0.027043205 -0.0065611699 -0.022166397
## demo$career7  0.0235889977  0.003975159  0.043778356  0.0235889977  0.021514745
## demo$career8  0.0024639394 -0.005028241  0.020036055  0.0024639394  0.003622809
##                       51          52           53          54           55
## (Intercept)   0.21506558  0.19895213  0.179424528  0.21208493  0.182053873
## demo$career1  0.03569994 -0.01226464 -0.003714101  0.03241506 -0.009329352
## demo$career2  0.04064697 -0.01289685 -0.016500464  0.03418625 -0.008184232
## demo$career3 -0.03000665  0.01168065 -0.011045150 -0.02629782 -0.007797065
## demo$career4  0.03721622 -0.01822984 -0.003516784  0.03197577 -0.006051839
## demo$career5  0.01489529  0.02849878  0.020886649  0.01868480  0.026566607
## demo$career6  0.03816757 -0.04030965 -0.022166397  0.03322989 -0.028196080
## demo$career7 -0.03628341  0.03463264  0.021514745 -0.03809266  0.029769754
## demo$career8 -0.07737925  0.01168399  0.003622809 -0.06340449  0.007054071
##                       56            57           58           59            60
## (Intercept)   0.19749780  0.1747201372  0.156863904  0.148669004  0.2628010572
## demo$career1 -0.01099611 -0.0095004693  0.014680785  0.007419158 -0.0043593547
## demo$career2 -0.01173556 -0.0123066731  0.020302621  0.001768490 -0.0256057694
## demo$career3 -0.00240691  0.0004255593 -0.033930293 -0.031327471  0.0006715772
## demo$career4 -0.01151882 -0.0089007369  0.021672683  0.016814862  0.0001625145
## demo$career5  0.01922988  0.0278771363  0.012496285  0.019237438  0.0302700208
## demo$career6 -0.03308483 -0.0225243474  0.011299304  0.004811516 -0.0047965695
## demo$career7  0.03504801  0.0380499550  0.002385187  0.016851497 -0.0072977365
## demo$career8  0.01814177  0.0088322508 -0.040208945 -0.026784047 -0.0148265365
##                       61           62           63          64           65
## (Intercept)   0.17141085  0.157923062  0.173349344  0.23705604  0.219458911
## demo$career1  0.01580155  0.005344127 -0.008376092 -0.01896489 -0.004225988
## demo$career2  0.02142813 -0.004589623 -0.011202280 -0.01267914 -0.008075677
## demo$career3 -0.03248258 -0.028747123 -0.013023147  0.01781506  0.008891749
## demo$career4  0.02615357  0.013254630 -0.002522154 -0.01845461 -0.021513788
## demo$career5  0.01375085  0.014588728  0.018981541  0.02535373  0.015877144
## demo$career6  0.01951504  0.001859402 -0.015569473 -0.03342913 -0.034602870
## demo$career7 -0.01117290  0.023100413  0.038474282  0.03358099  0.039148046
## demo$career8 -0.04720982 -0.018161755  0.015031327  0.01513033  0.039701035
##                        66           67           68           69          70
## (Intercept)   0.234900137  0.236903875  0.156863904  0.157923062  0.23842311
## demo$career1  0.000734152  0.036122814  0.014680785  0.005344127 -0.01968343
## demo$career2 -0.020619646  0.042087813  0.020302621 -0.004589623 -0.02020004
## demo$career3  0.007167265 -0.030780520 -0.033930293 -0.028747123  0.01159951
## demo$career4 -0.009993745  0.036694157  0.021672683  0.013254630 -0.02056825
## demo$career5  0.020168932  0.009811558  0.012496285  0.014588728  0.02934862
## demo$career6 -0.016544832  0.039733897  0.011299304  0.001859402 -0.04376589
## demo$career7  0.009074248 -0.034153843  0.002385187  0.023100413  0.03656767
## demo$career8 -0.004710297 -0.078789262 -0.040208945 -0.018161755  0.02160641
##                         71          72           73           74           75
## (Intercept)   0.1746436348  0.16139524  0.156863904  0.250799668  0.236903875
## demo$career1  0.0143916801  0.02258150  0.014680785 -0.007188823  0.036122814
## demo$career2  0.0126963984  0.02728320  0.020302621 -0.010053981  0.042087813
## demo$career3 -0.0218331928 -0.03303402 -0.033930293  0.019545230 -0.030780520
## demo$career4  0.0118219889  0.02610616  0.021672683 -0.031378591  0.036694157
## demo$career5  0.0179666965  0.01257713  0.012496285  0.014532382  0.009811558
## demo$career6 -0.0002937542  0.01928990  0.011299304 -0.050305978  0.039733897
## demo$career7 -0.0060568452 -0.00830016  0.002385187  0.034419240 -0.034153843
## demo$career8 -0.0369773729 -0.05429018 -0.040208945  0.040690515 -0.078789262
##                        76           77          78           79            80
## (Intercept)   0.156863904  0.180058862  0.18035461  0.147548763  0.1813620375
## demo$career1  0.014680785  0.003097082  0.03031101  0.001951279  0.0086091975
## demo$career2  0.020302621  0.011175351  0.03639569 -0.008649687 -0.0037965261
## demo$career3 -0.033930293 -0.023166440 -0.02802976 -0.026001602 -0.0177623234
## demo$career4  0.021672683  0.012832096  0.03203767  0.008518532  0.0119153771
## demo$career5  0.012496285  0.017576340  0.01461959  0.024368165  0.0256260457
## demo$career6  0.011299304  0.005633313  0.02633712 -0.004113297  0.0008534488
## demo$career7  0.002385187  0.005670785 -0.02461848  0.018482393 -0.0051562003
## demo$career8 -0.040208945 -0.019361366 -0.06491711 -0.007170172 -0.0301883511
##                        81          82            83          84           85
## (Intercept)   0.188362884  0.16139524  1.867378e-01  0.17978970  0.159151821
## demo$career1  0.015807302  0.02258150 -8.026207e-03  0.02401812  0.004451000
## demo$career2  0.014958771  0.02728320 -1.336412e-02  0.02532553 -0.005595417
## demo$career3 -0.020788844 -0.03303402 -1.729453e-03 -0.03384342 -0.016416286
## demo$career4  0.016923948  0.02610616 -2.532335e-03  0.02235256  0.007451628
## demo$career5  0.018652590  0.01257713  2.875276e-02  0.01520000  0.022821717
## demo$career6  0.007533042  0.01928990 -1.197163e-02  0.01907397 -0.004610435
## demo$career7 -0.018878569 -0.00830016  2.403993e-02 -0.01138849  0.022666685
## demo$career8 -0.043459964 -0.05429018  5.439875e-05 -0.04657558 -0.023901435
##                        86           87           88           89           90
## (Intercept)   0.161445685  0.310842866  0.158976786  0.196200594  0.189512397
## demo$career1  0.007556734 -0.019231419  0.017584435 -0.006312658  0.006218146
## demo$career2 -0.008678235 -0.020685423  0.017513492 -0.021600524 -0.007302609
## demo$career3 -0.010798062  0.013121666 -0.028678096  0.008235885 -0.017676400
## demo$career4  0.004143679 -0.021772087  0.018619965 -0.015583970  0.011652234
## demo$career5  0.026910813  0.008570861  0.016278393  0.022575999  0.024125698
## demo$career6 -0.004047156 -0.024453920  0.011853088 -0.034011542  0.002256845
## demo$career7  0.014523358  0.035116726 -0.005331351  0.025955609  0.014274072
## demo$career8 -0.020449810  0.054200031 -0.037029419  0.008086324 -0.031673489
##                        91           92           93          94           95
## (Intercept)   0.147548763  0.193839954  0.355231451  0.19201744  0.188853332
## demo$career1  0.001951279  0.001096159 -0.015603011  0.02647413 -0.003119959
## demo$career2 -0.008649687  0.018141172 -0.010690689  0.02816942 -0.014280853
## demo$career3 -0.026001602 -0.025569501  0.010878978 -0.02257496 -0.015668185
## demo$career4  0.008518532  0.016711904 -0.012549770  0.02923590  0.006131066
## demo$career5  0.024368165  0.011168490 -0.006528513  0.01928120  0.025008384
## demo$career6 -0.004113297  0.010515792 -0.017279677  0.02709749 -0.006654306
## demo$career7  0.018482393  0.016202155  0.040422604 -0.03472643  0.022912746
## demo$career8 -0.007170172 -0.027345503  0.032456949 -0.05511055 -0.015215612
##                       96           97          98           99           100
## (Intercept)   0.49336957  0.154851448  0.17652098  0.263394387  0.2275453827
## demo$career1 -0.02932451  0.008943372  0.02391862 -0.012411744 -0.0039180606
## demo$career2 -0.03489863  0.009098459  0.02776093 -0.017538488 -0.0034923616
## demo$career3  0.02742433 -0.029354712 -0.03056570  0.008145656 -0.0002721632
## demo$career4 -0.02959937  0.013630789  0.03018378 -0.023779241 -0.0182406925
## demo$career5 -0.01752430  0.016748288  0.01372958  0.014559073  0.0145322912
## demo$career6 -0.02757357  0.004463044  0.02741213 -0.035048715 -0.0410620608
## demo$career7  0.02382276  0.004944132 -0.02078485  0.039420893  0.0299158528
## demo$career8  0.06644752 -0.022694887 -0.06097144  0.049507279  0.0376751700
##                       101          102         103          104         105
## (Intercept)   0.173876418  0.153025164  0.19895213  0.156863904  0.21506558
## demo$career1  0.001572869  0.016099487 -0.01226464  0.014680785  0.03569994
## demo$career2  0.003845382  0.010429873 -0.01289685  0.020302621  0.04064697
## demo$career3 -0.025139198 -0.030582822  0.01168065 -0.033930293 -0.03000665
## demo$career4  0.016016170  0.021683635 -0.01822984  0.021672683  0.03721622
## demo$career5  0.020065490  0.018685137  0.02849878  0.012496285  0.01489529
## demo$career6  0.005981786  0.012176446 -0.04030965  0.011299304  0.03816757
## demo$career7  0.017578149  0.006223927  0.03463264  0.002385187 -0.03628341
## demo$career8 -0.023450527 -0.040967907  0.01168399 -0.040208945 -0.07737925
##                       106          107          108         109          110
## (Intercept)   0.350993372  0.161445685  0.196200594  0.19895213  0.185315284
## demo$career1 -0.022145422  0.007556734 -0.006312658 -0.01226464 -0.001618560
## demo$career2 -0.022737199 -0.008678235 -0.021600524 -0.01289685 -0.003423680
## demo$career3  0.023279421 -0.010798062  0.008235885  0.01168065 -0.009981550
## demo$career4 -0.030335794  0.004143679 -0.015583970 -0.01822984  0.006648402
## demo$career5  0.007466476  0.026910813  0.022575999  0.02849878  0.023658788
## demo$career6 -0.042390133 -0.004047156 -0.034011542 -0.04030965 -0.003381732
## demo$career7  0.027502770  0.014523358  0.025955609  0.03463264  0.023465741
## demo$career8  0.056571741 -0.020449810  0.008086324  0.01168399 -0.020462449
##                      111          112         113          114          115
## (Intercept)   0.18371788  0.199883261  0.16139524  0.179424528  0.303690546
## demo$career1  0.01980033  0.026010765  0.02258150 -0.003714101 -0.008364164
## demo$career2  0.01233850  0.030981410  0.02728320 -0.016500464 -0.016865718
## demo$career3 -0.02099740 -0.030940592 -0.03303402 -0.011045150  0.018940653
## demo$career4  0.02518101  0.030807044  0.02610616 -0.003516784 -0.031239341
## demo$career5  0.02545339  0.009183949  0.01257713  0.020886649  0.008418800
## demo$career6  0.02003059  0.030715897  0.01928990 -0.022166397 -0.040709845
## demo$career7 -0.02182291 -0.021003709 -0.00830016  0.021514745  0.023271326
## demo$career8 -0.04189264 -0.064586235 -0.05429018  0.003622809  0.047595738
##                       116           117         118         119         120
## (Intercept)   0.238931847  0.1813620375  0.28783053  0.49336957  0.19895213
## demo$career1  0.014681097  0.0086091975 -0.02307748 -0.02932451 -0.01226464
## demo$career2  0.002300550 -0.0037965261 -0.02650519 -0.03489863 -0.01289685
## demo$career3 -0.014416530 -0.0177623234  0.01162479  0.02742433  0.01168065
## demo$career4  0.016944445  0.0119153771 -0.02183014 -0.02959937 -0.01822984
## demo$career5  0.013915230  0.0256260457  0.02443933 -0.01752430  0.02849878
## demo$career6  0.012796605  0.0008534488 -0.03381677 -0.02757357 -0.04030965
## demo$career7  0.002753134 -0.0051562003  0.02768316  0.02382276  0.03463264
## demo$career8 -0.041093659 -0.0301883511  0.02602807  0.06644752  0.01168399
##                      121          122         123         124          125
## (Intercept)   0.49336957  0.276830785  0.49336957  0.21688875  0.189806419
## demo$career1 -0.02932451 -0.001658588 -0.02932451 -0.01365697 -0.011229345
## demo$career2 -0.03489863 -0.015181557 -0.03489863 -0.01659863 -0.016075727
## demo$career3  0.02742433  0.017075876  0.02742433  0.01679524  0.006260829
## demo$career4 -0.02959937 -0.025799276 -0.02959937 -0.02399419 -0.014566274
## demo$career5 -0.01752430  0.006095159 -0.01752430  0.02099175  0.020558847
## demo$career6 -0.02757357 -0.044373068 -0.02757357 -0.04421984 -0.027043205
## demo$career7  0.02382276  0.024714654  0.02382276  0.04171821  0.043778356
## demo$career8  0.06644752  0.030010275  0.06644752  0.02196429  0.020036055
##                      126           127          128         129         130
## (Intercept)   0.16139524  0.2262079719  0.350993372  0.19482225  0.17652098
## demo$career1  0.02258150  0.0009749058 -0.022145422  0.03107177  0.02391862
## demo$career2  0.02728320 -0.0138457161 -0.022737199  0.03604242  0.02776093
## demo$career3 -0.03303402  0.0108537998  0.023279421 -0.02553015 -0.03056570
## demo$career4  0.02610616 -0.0225538755 -0.030335794  0.03550258  0.03018378
## demo$career5  0.01257713  0.0180197035  0.007466476  0.01622554  0.01372958
## demo$career6  0.01928990 -0.0419868509 -0.042390133  0.03342396  0.02741213
## demo$career7 -0.00830016  0.0203689099  0.027502770 -0.03517173 -0.02078485
## demo$career8 -0.05429018  0.0271548734  0.056571741 -0.07064206 -0.06097144
##                        131           132           133          134
## (Intercept)   1.725261e-01  0.1582462442  0.1603379113  0.181825809
## demo$career1  3.077282e-05 -0.0007149036  0.0003019468  0.004833888
## demo$career2 -1.512018e-02 -0.0145864429  0.0030468100 -0.008689734
## demo$career3 -1.014717e-02 -0.0212961666 -0.0258359811 -0.018294915
## demo$career4  4.250829e-03  0.0043508108  0.0109161045 -0.001244905
## demo$career5  2.818783e-02  0.0193563670  0.0198391277  0.016301188
## demo$career6 -3.799377e-03 -0.0065611699 -0.0036956523 -0.013502742
## demo$career7  1.132468e-02  0.0235889977  0.0306234521  0.019113464
## demo$career8 -1.261157e-02  0.0024639394 -0.0150210486  0.019633012
##                       135          136         137          138         139
## (Intercept)   0.154851448  0.148669004  0.49336957  0.173349344  0.19749780
## demo$career1  0.008943372  0.007419158 -0.02932451 -0.008376092 -0.01099611
## demo$career2  0.009098459  0.001768490 -0.03489863 -0.011202280 -0.01173556
## demo$career3 -0.029354712 -0.031327471  0.02742433 -0.013023147 -0.00240691
## demo$career4  0.013630789  0.016814862 -0.02959937 -0.002522154 -0.01151882
## demo$career5  0.016748288  0.019237438 -0.01752430  0.018981541  0.01922988
## demo$career6  0.004463044  0.004811516 -0.02757357 -0.015569473 -0.03308483
## demo$career7  0.004944132  0.016851497  0.02382276  0.038474282  0.03504801
## demo$career8 -0.022694887 -0.026784047  0.06644752  0.015031327  0.01814177
##                      140           141          142          143           144
## (Intercept)   0.16139524  0.1582462442  0.148669004  0.192056795  0.1747201372
## demo$career1  0.02258150 -0.0007149036  0.007419158  0.022748641 -0.0095004693
## demo$career2  0.02728320 -0.0145864429  0.001768490  0.025973538 -0.0123066731
## demo$career3 -0.03303402 -0.0212961666 -0.031327471 -0.032948200  0.0004255593
## demo$career4  0.02610616  0.0043508108  0.016814862  0.024350823 -0.0089007369
## demo$career5  0.01257713  0.0193563670  0.019237438  0.002113041  0.0278771363
## demo$career6  0.01928990 -0.0065611699  0.004811516  0.021361474 -0.0225243474
## demo$career7 -0.00830016  0.0235889977  0.016851497 -0.003283803  0.0380499550
## demo$career8 -0.05429018  0.0024639394 -0.026784047 -0.051605406  0.0088322508
##                       145          146          147         148         149
## (Intercept)   0.189806419  0.157923062  0.148669004  0.49336957  0.18266867
## demo$career1 -0.011229345  0.005344127  0.007419158 -0.02932451  0.02914390
## demo$career2 -0.016075727 -0.004589623  0.001768490 -0.03489863  0.03408163
## demo$career3  0.006260829 -0.028747123 -0.031327471  0.02742433 -0.03680846
## demo$career4 -0.014566274  0.013254630  0.016814862 -0.02959937  0.02934890
## demo$career5  0.020558847  0.014588728  0.019237438 -0.01752430  0.01160632
## demo$career6 -0.027043205  0.001859402  0.004811516 -0.02757357  0.02644730
## demo$career7  0.043778356  0.023100413  0.016851497  0.02382276 -0.01367924
## demo$career8  0.020036055 -0.018161755 -0.026784047  0.06644752 -0.06330960
##                       150          151         152          153          154
## (Intercept)   0.416774859  0.150868724  0.49336957  0.372376125  0.206375509
## demo$career1 -0.025297254  0.010420421 -0.02932451 -0.022380556  0.002888341
## demo$career2 -0.030744739 -0.001160575 -0.03489863 -0.021948006 -0.009108251
## demo$career3  0.020118287 -0.025898412  0.02742433  0.018704749 -0.007994749
## demo$career4 -0.028898693  0.013639620 -0.02959937 -0.022955631 -0.010164695
## demo$career5  0.000340693  0.023166902 -0.01752430 -0.004768225  0.016411354
## demo$career6 -0.027977749  0.005370417 -0.02757357 -0.026733670 -0.030937701
## demo$career7  0.016897424  0.008926857  0.02382276  0.039453350  0.014741733
## demo$career8  0.062859664 -0.023474067  0.06644752  0.059222601  0.023020680
##                       155         156         157          158         159
## (Intercept)   0.163372153  0.49336957  0.49336957  0.236903875  0.16139524
## demo$career1  0.009088008 -0.02932451 -0.02932451  0.036122814  0.02258150
## demo$career2  0.004391231 -0.03489863 -0.03489863  0.042087813  0.02728320
## demo$career3 -0.030001266  0.02742433  0.02742433 -0.030780520 -0.03303402
## demo$career4  0.021748412 -0.02959937 -0.02959937  0.036694157  0.02610616
## demo$career5  0.019891487 -0.01752430 -0.01752430  0.009811558  0.01257713
## demo$career6  0.012408737 -0.02757357 -0.02757357  0.039733897  0.01928990
## demo$career7  0.003250210  0.02382276  0.02382276 -0.034153843 -0.00830016
## demo$career8 -0.033651752  0.06644752  0.06644752 -0.078789262 -0.05429018
##                       160         161          162          163          164
## (Intercept)   0.161445685  0.21688875  0.148669004  0.191684518  0.372376125
## demo$career1  0.007556734 -0.01365697  0.007419158  0.019857341 -0.022380556
## demo$career2 -0.008678235 -0.01659863  0.001768490  0.016326996 -0.021948006
## demo$career3 -0.010798062  0.01679524 -0.031327471 -0.029932058  0.018704749
## demo$career4  0.004143679 -0.02399419  0.016814862  0.027254909 -0.022955631
## demo$career5  0.026910813  0.02099175  0.019237438  0.014291490 -0.004768225
## demo$career6 -0.004047156 -0.04421984  0.004811516  0.024597077 -0.026733670
## demo$career7  0.014523358  0.04171821  0.016851497 -0.009238066  0.039453350
## demo$career8 -0.020449810  0.02196429 -0.026784047 -0.052549177  0.059222601
##                      165         166          167         168           169
## (Intercept)   0.19707161  0.17344339  0.181183123  0.19895213  0.2131813098
## demo$career1  0.02993352  0.01861379  0.009041686 -0.01226464  0.0007879081
## demo$career2  0.03379306  0.01876684  0.022292225 -0.01289685 -0.0001299386
## demo$career3 -0.03405401 -0.02739610 -0.027970577  0.01168065  0.0009191135
## demo$career4  0.03288892  0.02321432  0.020880001 -0.01822984 -0.0104307548
## demo$career5  0.01329842  0.01739649  0.013314512  0.02849878  0.0125379593
## demo$career6  0.03352754  0.02006314  0.012416507 -0.04030965 -0.0242939468
## demo$career7 -0.02454127 -0.01869128  0.003047705  0.03463264  0.0370323390
## demo$career8 -0.06908190 -0.04415083 -0.036974911  0.01168399  0.0159733335
##                        170          171          172          173          174
## (Intercept)   0.1686034339  0.219458911  0.153025164  0.219458911  0.154851448
## demo$career1  0.0206262668 -0.004225988  0.016099487 -0.004225988  0.008943372
## demo$career2  0.0212714351 -0.008075677  0.010429873 -0.008075677  0.009098459
## demo$career3 -0.0311857228  0.008891749 -0.030582822  0.008891749 -0.029354712
## demo$career4  0.0229849672 -0.021513788  0.021683635 -0.021513788  0.013630789
## demo$career5  0.0072261123  0.015877144  0.018685137  0.015877144  0.016748288
## demo$career6  0.0173329926 -0.034602870  0.012176446 -0.034602870  0.004463044
## demo$career7 -0.0008887348  0.039148046  0.006223927  0.039148046  0.004944132
## demo$career8 -0.0471865710  0.039701035 -0.040967907  0.039701035 -0.022694887
##                       175          176          177         178         179
## (Intercept)   0.193839954  0.167037528  0.147548763  0.18680972  0.16139524
## demo$career1  0.001096159  0.015153082  0.001951279  0.02509585  0.02258150
## demo$career2  0.018141172  0.010072644 -0.008649687  0.02353348  0.02728320
## demo$career3 -0.025569501 -0.026546934 -0.026001602 -0.03090086 -0.03303402
## demo$career4  0.016711904  0.014998577  0.008518532  0.01838033  0.02610616
## demo$career5  0.011168490  0.011276170  0.024368165  0.00459636  0.01257713
## demo$career6  0.010515792  0.010737795 -0.004113297  0.01296411  0.01928990
## demo$career7  0.016202155  0.001549261  0.018482393 -0.00370680 -0.00830016
## demo$career8 -0.027345503 -0.029942695 -0.007170172 -0.03355904 -0.05429018
##                       180          181          182         183          184
## (Intercept)   0.189806419  0.219458911  0.182064203  0.16139524  0.179424528
## demo$career1 -0.011229345 -0.004225988  0.013385350  0.02258150 -0.003714101
## demo$career2 -0.016075727 -0.008075677 -0.003239976  0.02728320 -0.016500464
## demo$career3  0.006260829  0.008891749 -0.020273642 -0.03303402 -0.011045150
## demo$career4 -0.014566274 -0.021513788  0.004620198  0.02610616 -0.003516784
## demo$career5  0.020558847  0.015877144  0.016330743  0.01257713  0.020886649
## demo$career6 -0.027043205 -0.034602870 -0.003532517  0.01928990 -0.022166397
## demo$career7  0.043778356  0.039148046  0.009294849 -0.00830016  0.021514745
## demo$career8  0.020036055  0.039701035  0.002240184 -0.05429018  0.003622809
##                        185          186          187         188          189
## (Intercept)   1.867378e-01  0.172294669  0.250799668  0.25923457  0.185969597
## demo$career1 -8.026207e-03  0.006091753 -0.007188823 -0.02158864 -0.005673360
## demo$career2 -1.336412e-02  0.005747076 -0.010053981 -0.01848889 -0.007892608
## demo$career3 -1.729453e-03 -0.021827470  0.019545230  0.02299887 -0.002606617
## demo$career4 -2.532335e-03  0.006653592 -0.031378591 -0.02408562 -0.003725092
## demo$career5  2.875276e-02  0.018975645  0.014532382  0.01577094  0.017240761
## demo$career6 -1.197163e-02 -0.010033450 -0.050305978 -0.03420307 -0.015963212
## demo$career7  2.403993e-02  0.002879344  0.034419240  0.03868275  0.042845533
## demo$career8  5.439875e-05 -0.021232318  0.040690515  0.02392228 -0.003144482
##                      190         191         192         193         194
## (Intercept)   0.17141085  0.49336957  0.16139524  0.19482225  0.19707161
## demo$career1  0.01580155 -0.02932451  0.02258150  0.03107177  0.02993352
## demo$career2  0.02142813 -0.03489863  0.02728320  0.03604242  0.03379306
## demo$career3 -0.03248258  0.02742433 -0.03303402 -0.02553015 -0.03405401
## demo$career4  0.02615357 -0.02959937  0.02610616  0.03550258  0.03288892
## demo$career5  0.01375085 -0.01752430  0.01257713  0.01622554  0.01329842
## demo$career6  0.01951504 -0.02757357  0.01928990  0.03342396  0.03352754
## demo$career7 -0.01117290  0.02382276 -0.00830016 -0.03517173 -0.02454127
## demo$career8 -0.04720982  0.06644752 -0.05429018 -0.07064206 -0.06908190
##                        195         196          197          198         199
## (Intercept)   0.2131813098  0.16139524  0.189806419  0.219458911  0.17652098
## demo$career1  0.0007879081  0.02258150 -0.011229345 -0.004225988  0.02391862
## demo$career2 -0.0001299386  0.02728320 -0.016075727 -0.008075677  0.02776093
## demo$career3  0.0009191135 -0.03303402  0.006260829  0.008891749 -0.03056570
## demo$career4 -0.0104307548  0.02610616 -0.014566274 -0.021513788  0.03018378
## demo$career5  0.0125379593  0.01257713  0.020558847  0.015877144  0.01372958
## demo$career6 -0.0242939468  0.01928990 -0.027043205 -0.034602870  0.02741213
## demo$career7  0.0370323390 -0.00830016  0.043778356  0.039148046 -0.02078485
## demo$career8  0.0159733335 -0.05429018  0.020036055  0.039701035 -0.06097144
##                       200         201          202         203          204
## (Intercept)   0.167706016  0.49336957  0.150868724  0.42439748  0.150868724
## demo$career1  0.017166301 -0.02932451  0.010420421 -0.01920204  0.010420421
## demo$career2  0.011913583 -0.03489863 -0.001160575 -0.02041864 -0.001160575
## demo$career3 -0.029237269  0.02742433 -0.025898412  0.02908826 -0.025898412
## demo$career4  0.026166286 -0.02959937  0.013639620 -0.03004370  0.013639620
## demo$career5  0.019725849 -0.01752430  0.023166902 -0.01286338  0.023166902
## demo$career6  0.020363917 -0.02757357  0.005370417 -0.02959748  0.005370417
## demo$career7 -0.007468074  0.02382276  0.008926857  0.02272018  0.008926857
## demo$career8 -0.047949434  0.06644752 -0.023474067  0.05523705 -0.023474067
##                       205          206           207          208          209
## (Intercept)   0.208976003  0.236903875  0.3599493302  0.177144044  0.158976786
## demo$career1 -0.016198768  0.036122814 -0.0172464158  0.005260186  0.017584435
## demo$career2 -0.012285083  0.042087813 -0.0222257019  0.014700900  0.017513492
## demo$career3  0.007270812 -0.030780520  0.0240204322 -0.026535752 -0.028678096
## demo$career4 -0.009371605  0.036694157 -0.0341575312  0.012337972  0.018619965
## demo$career5  0.024728870  0.009811558 -0.0000553416  0.007482657  0.016278393
## demo$career6 -0.016892422  0.039733897 -0.0566794242  0.001900536  0.011853088
## demo$career7  0.036037343 -0.034153843  0.0375944304  0.022960176 -0.005331351
## demo$career8  0.013564884 -0.078789262  0.0571395920 -0.021760705 -0.037029419
##                        210          211           212          213
## (Intercept)   0.1746436348  0.171557746  0.1728537775  0.350993372
## demo$career1  0.0143916801 -0.002430707 -0.0034311186 -0.022145422
## demo$career2  0.0126963984 -0.002394814 -0.0034476111 -0.022737199
## demo$career3 -0.0218331928 -0.021106929 -0.0082414701  0.023279421
## demo$career4  0.0118219889  0.006864075  0.0007867768 -0.030335794
## demo$career5  0.0179666965  0.014623397  0.0231747921  0.007466476
## demo$career6 -0.0002937542 -0.006090661 -0.0127944848 -0.042390133
## demo$career7 -0.0060568452  0.036167928  0.0357376967  0.027502770
## demo$career8 -0.0369773729 -0.005719357 -0.0116798258  0.056571741
##                        214           215          216          217          218
## (Intercept)   0.2053928551  0.1746436348  0.157923062  0.161569851  0.256175692
## demo$career1 -0.0109782314  0.0143916801  0.005344127  0.003160889 -0.022748192
## demo$career2 -0.0109756845  0.0126963984 -0.004589623 -0.007394465 -0.021800806
## demo$career3 -0.0072103753 -0.0218331928 -0.028747123 -0.025283843  0.006249054
## demo$career4 -0.0006602127  0.0118219889  0.013254630  0.013724177 -0.004293273
## demo$career5  0.0248538283  0.0179666965  0.014588728  0.024407637  0.027629134
## demo$career6 -0.0155769462 -0.0002937542  0.001859402  0.005610247 -0.008730114
## demo$career7  0.0378141195 -0.0060568452  0.023100413  0.005844777  0.023343149
## demo$career8 -0.0034289838 -0.0369773729 -0.018161755 -0.015905865  0.013445704
##                       219          220          221         222          223
## (Intercept)   0.236903875  0.167706016  0.269684426  0.20359510  0.305796649
## demo$career1  0.036122814  0.017166301 -0.007178689  0.03220674 -0.008963594
## demo$career2  0.042087813  0.011913583 -0.009145667  0.03932998 -0.012134214
## demo$career3 -0.030780520 -0.029237269  0.015140110 -0.02846756  0.025723439
## demo$career4  0.036694157  0.026166286 -0.024738201  0.03261106 -0.033290352
## demo$career5  0.009811558  0.019725849  0.003811362  0.01005627  0.001550792
## demo$career6  0.039733897  0.020363917 -0.036520827  0.02967072 -0.053969794
## demo$career7 -0.034153843 -0.007468074  0.044559425 -0.02471555  0.038747640
## demo$career8 -0.078789262 -0.047949434  0.043217240 -0.06840389  0.045489634
##                       224          225          226          227          228
## (Intercept)   0.263394387  0.355843865  0.238077979  0.250799668  0.206375509
## demo$career1 -0.012411744 -0.015646228 -0.008096569 -0.007188823  0.002888341
## demo$career2 -0.017538488 -0.018120237 -0.002931840 -0.010053981 -0.009108251
## demo$career3  0.008145656  0.024042962 -0.004878833  0.019545230 -0.007994749
## demo$career4 -0.023779241 -0.029137328 -0.008894562 -0.031378591 -0.010164695
## demo$career5  0.014559073  0.002595632  0.010563927  0.014532382  0.016411354
## demo$career6 -0.035048715 -0.029696766 -0.016296411 -0.050305978 -0.030937701
## demo$career7  0.039420893  0.016303070  0.031413332  0.034419240  0.014741733
## demo$career8  0.049507279  0.051721247  0.039606342  0.040690515  0.023020680
##                      229          230           231         232         233
## (Intercept)   0.16139524  0.250799668  0.2893057980  0.21208493  0.28200912
## demo$career1  0.02258150 -0.007188823 -0.0112353456  0.03241506 -0.02804970
## demo$career2  0.02728320 -0.010053981 -0.0037969210  0.03418625 -0.02241117
## demo$career3 -0.03303402  0.019545230  0.0005981028 -0.02629782  0.01744620
## demo$career4  0.02610616 -0.031378591 -0.0113151358  0.03197577 -0.02044548
## demo$career5  0.01257713  0.014532382 -0.0017346341  0.01868480  0.02455969
## demo$career6  0.01928990 -0.050305978 -0.0171748782  0.03322989 -0.03370964
## demo$career7 -0.00830016  0.034419240  0.0363666248 -0.03809266  0.03350457
## demo$career8 -0.05429018  0.040690515  0.0430232245 -0.06340449  0.02351615
##                      234         235          236         237         238
## (Intercept)   0.19482225  0.16139524  0.250799668  0.21506558  0.21688875
## demo$career1  0.03107177  0.02258150 -0.007188823  0.03569994 -0.01365697
## demo$career2  0.03604242  0.02728320 -0.010053981  0.04064697 -0.01659863
## demo$career3 -0.02553015 -0.03303402  0.019545230 -0.03000665  0.01679524
## demo$career4  0.03550258  0.02610616 -0.031378591  0.03721622 -0.02399419
## demo$career5  0.01622554  0.01257713  0.014532382  0.01489529  0.02099175
## demo$career6  0.03342396  0.01928990 -0.050305978  0.03816757 -0.04421984
## demo$career7 -0.03517173 -0.00830016  0.034419240 -0.03628341  0.04171821
## demo$career8 -0.07064206 -0.05429018  0.040690515 -0.07737925  0.02196429
##                       239          240         241          242         243
## (Intercept)   0.303690546  0.426459064  0.16139524  0.180795321  0.16139524
## demo$career1 -0.008364164 -0.020156876  0.02258150 -0.004838478  0.02258150
## demo$career2 -0.016865718 -0.030172533  0.02728320 -0.017604856  0.02728320
## demo$career3  0.018940653  0.021100749 -0.03303402  0.002403557 -0.03303402
## demo$career4 -0.031239341 -0.033087046  0.02610616 -0.009895367  0.02610616
## demo$career5  0.008418800 -0.007798144  0.01257713  0.029782245  0.01257713
## demo$career6 -0.040709845 -0.043376240  0.01928990 -0.029121271  0.01928990
## demo$career7  0.023271326  0.027992440 -0.00830016  0.021090417 -0.00830016
## demo$career8  0.047595738  0.063431870 -0.05429018 -0.002576267 -0.05429018
##                       244          245          246         247          248
## (Intercept)   0.236903875  0.256175692  0.274863464  0.28200912  0.219458911
## demo$career1  0.036122814 -0.022748192 -0.001151585 -0.02804970 -0.004225988
## demo$career2  0.042087813 -0.021800806 -0.019691969 -0.02241117 -0.008075677
## demo$career3 -0.030780520  0.006249054  0.010838069  0.01744620  0.008891749
## demo$career4  0.036694157 -0.004293273 -0.023932746 -0.02044548 -0.021513788
## demo$career5  0.009811558  0.027629134  0.012506924  0.02455969  0.015877144
## demo$career6  0.039733897 -0.008730114 -0.031985579 -0.03370964 -0.034602870
## demo$career7 -0.034153843  0.023343149  0.010355444  0.03350457  0.039148046
## demo$career8 -0.078789262  0.013445704  0.031977596  0.02351615  0.039701035
##                        249          250          251          252         253
## (Intercept)   0.1746436348  0.167706016  0.161569851  0.201249021  0.26073327
## demo$career1  0.0143916801  0.017166301  0.003160889  0.015759597 -0.02235648
## demo$career2  0.0126963984  0.011913583 -0.007394465  0.029895847 -0.02646531
## demo$career3 -0.0218331928 -0.029237269 -0.025283843 -0.033182694  0.01642081
## demo$career4  0.0118219889  0.026166286  0.013724177  0.024506278 -0.02637785
## demo$career5  0.0179666965  0.019725849  0.024407637  0.012362186  0.01998653
## demo$career6 -0.0002937542  0.020363917  0.005610247  0.019594660 -0.04522557
## demo$career7 -0.0060568452 -0.007468074  0.005844777 -0.003264653  0.04208201
## demo$career8 -0.0369773729 -0.047949434 -0.015905865 -0.046494494  0.03075691
##                      254          255          256          257          258
## (Intercept)   0.17652098  0.219458911  0.355843865  0.147548763  0.191616092
## demo$career1  0.02391862 -0.004225988 -0.015646228  0.001951279 -0.013045971
## demo$career2  0.02776093 -0.008075677 -0.018120237 -0.008649687 -0.007534441
## demo$career3 -0.03056570  0.008891749  0.024042962 -0.026001602 -0.012025951
## demo$career4  0.03018378 -0.021513788 -0.029137328  0.008518532  0.002367336
## demo$career5  0.01372958  0.015877144  0.002595632  0.024368165  0.022976245
## demo$career6  0.02741213 -0.034602870 -0.029696766 -0.004113297 -0.005987481
## demo$career7 -0.02078485  0.039148046  0.016303070  0.018482393  0.031091889
## demo$career8 -0.06097144  0.039701035  0.051721247 -0.007170172  0.008885791
##                      259          260          261          262          263
## (Intercept)   0.17652098  0.372376125  0.148669004  0.219458911  0.219458911
## demo$career1  0.02391862 -0.022380556  0.007419158 -0.004225988 -0.004225988
## demo$career2  0.02776093 -0.021948006  0.001768490 -0.008075677 -0.008075677
## demo$career3 -0.03056570  0.018704749 -0.031327471  0.008891749  0.008891749
## demo$career4  0.03018378 -0.022955631  0.016814862 -0.021513788 -0.021513788
## demo$career5  0.01372958 -0.004768225  0.019237438  0.015877144  0.015877144
## demo$career6  0.02741213 -0.026733670  0.004811516 -0.034602870 -0.034602870
## demo$career7 -0.02078485  0.039453350  0.016851497  0.039148046  0.039148046
## demo$career8 -0.06097144  0.059222601 -0.026784047  0.039701035  0.039701035
##                       264          265           266          267         268
## (Intercept)   0.177757161  0.172294669  0.1686034339  0.219458911  0.17652098
## demo$career1  0.021205885  0.006091753  0.0206262668 -0.004225988  0.02391862
## demo$career2  0.027986811  0.005747076  0.0212714351 -0.008075677  0.02776093
## demo$career3 -0.038929902 -0.021827470 -0.0311857228  0.008891749 -0.03056570
## demo$career4  0.025291817  0.006653592  0.0229849672 -0.021513788  0.03018378
## demo$career5  0.011554369  0.018975645  0.0072261123  0.015877144  0.01372958
## demo$career6  0.018525866 -0.010033450  0.0173329926 -0.034602870  0.02741213
## demo$career7 -0.003870124  0.002879344 -0.0008887348  0.039148046 -0.02078485
## demo$career8 -0.049634566 -0.021232318 -0.0471865710  0.039701035 -0.06097144
##                        269          270          271           272          273
## (Intercept)   1.865643e-01  0.181825809  0.310842866  0.2262079719  0.250799668
## demo$career1 -1.703403e-03  0.004833888 -0.019231419  0.0009749058 -0.007188823
## demo$career2  8.356400e-03 -0.008689734 -0.020685423 -0.0138457161 -0.010053981
## demo$career3 -1.393827e-02 -0.018294915  0.013121666  0.0108537998  0.019545230
## demo$career4  4.401015e-06 -0.001244905 -0.021772087 -0.0225538755 -0.031378591
## demo$career5  1.921354e-02  0.016301188  0.008570861  0.0180197035  0.014532382
## demo$career6 -1.854446e-02 -0.013502742 -0.024453920 -0.0419868509 -0.050305978
## demo$career7  1.518440e-02  0.019113464  0.035116726  0.0203689099  0.034419240
## demo$career8 -8.926538e-03  0.019633012  0.054200031  0.0271548734  0.040690515
##                       274         275          276          277         278
## (Intercept)   0.326536121  0.25923457  0.150868724  0.196954106  0.18035461
## demo$career1 -0.013225249 -0.02158864  0.010420421  0.010875026  0.03031101
## demo$career2 -0.006566894 -0.01848889 -0.001160575 -0.008820507  0.03639569
## demo$career3  0.010317300  0.02299887 -0.025898412 -0.001839420 -0.02802976
## demo$career4 -0.018954914 -0.02408562  0.013639620 -0.006057275  0.03203767
## demo$career5 -0.004248852  0.01577094  0.023166902  0.019012488  0.01461959
## demo$career6 -0.033454869 -0.03420307  0.005370417 -0.013327602  0.02633712
## demo$career7  0.030038243  0.03868275  0.008926857  0.014869521 -0.02461848
## demo$career8  0.045173443  0.02392228 -0.023474067  0.005231988 -0.06491711
##                        279          280           281         282          283
## (Intercept)   0.2275453827  0.159542276  0.1746436348  0.17652098  0.206375509
## demo$career1 -0.0039180606 -0.001715316  0.0143916801  0.02391862  0.002888341
## demo$career2 -0.0034923616 -0.015639240  0.0126963984  0.02776093 -0.009108251
## demo$career3 -0.0002721632 -0.008430708 -0.0218331928 -0.03056570 -0.007994749
## demo$career4 -0.0182406925 -0.001726488  0.0118219889  0.03018378 -0.010164695
## demo$career5  0.0145322912  0.027907762  0.0179666965  0.01372958  0.016411354
## demo$career6 -0.0410620608 -0.013264994 -0.0002937542  0.02741213 -0.030937701
## demo$career7  0.0299158528  0.023158767 -0.0060568452 -0.02078485  0.014741733
## demo$career8  0.0376751700 -0.003496530 -0.0369773729 -0.06097144  0.023020680
##                       284          285          286           287         288
## (Intercept)   0.252140496  0.148669004  0.189512397  0.1747201372  0.17652098
## demo$career1  0.001376083  0.007419158  0.006218146 -0.0095004693  0.02391862
## demo$career2 -0.008323029  0.001768490 -0.007302609 -0.0123066731  0.02776093
## demo$career3 -0.002611192 -0.031327471 -0.017676400  0.0004255593 -0.03056570
## demo$career4 -0.012959561  0.016814862  0.011652234 -0.0089007369  0.03018378
## demo$career5  0.006577423  0.019237438  0.024125698  0.0278771363  0.01372958
## demo$career6 -0.035438294  0.004811516  0.002256845 -0.0225243474  0.02741213
## demo$career7  0.020558834  0.016851497  0.014274072  0.0380499550 -0.02078485
## demo$career8  0.027589860 -0.026784047 -0.031673489  0.0088322508 -0.06097144
##                       289           290          291          292          293
## (Intercept)   0.154851448  0.1728537775  0.236903875  0.158976786  0.358110826
## demo$career1  0.008943372 -0.0034311186  0.036122814  0.017584435 -0.016361161
## demo$career2  0.009098459 -0.0034476111  0.042087813  0.017513492 -0.013147379
## demo$career3 -0.029354712 -0.0082414701 -0.030780520 -0.028678096  0.031472971
## demo$career4  0.013630789  0.0007867768  0.036694157  0.018619965 -0.031409870
## demo$career5  0.016748288  0.0231747921  0.009811558  0.016278393 -0.004799534
## demo$career6  0.004463044 -0.0127944848  0.039733897  0.011853088 -0.043963727
## demo$career7  0.004944132  0.0357376967 -0.034153843 -0.005331351  0.033083728
## demo$career8 -0.022694887 -0.0116798258 -0.078789262 -0.037029419  0.049454286
##                       294          295          296          297          298
## (Intercept)   0.148669004  0.159151821  0.204236345  0.147548763  0.158976786
## demo$career1  0.007419158  0.004451000 -0.010343238  0.001951279  0.017584435
## demo$career2  0.001768490 -0.005595417 -0.004224769 -0.008649687  0.017513492
## demo$career3 -0.031327471 -0.016416286 -0.001609421 -0.026001602 -0.028678096
## demo$career4  0.016814862  0.007451628  0.001164397  0.008518532  0.018619965
## demo$career5  0.019237438  0.022821717  0.021235466  0.024368165  0.016278393
## demo$career6  0.004811516 -0.004610435 -0.006381220 -0.004113297  0.011853088
## demo$career7  0.016851497  0.022666685  0.035463140  0.018482393 -0.005331351
## demo$career8 -0.026784047 -0.023901435 -0.009290018 -0.007170172 -0.037029419
##                       299          300         301         302          303
## (Intercept)   0.184733867  0.157923062  0.16139524  0.16139524  0.160855084
## demo$career1  0.016339665  0.005344127  0.02258150  0.02258150  0.013628868
## demo$career2  0.009111226 -0.004589623  0.02728320  0.02728320  0.002742674
## demo$career3 -0.030522986 -0.028747123 -0.03303402 -0.03303402 -0.028519693
## demo$career4  0.019902730  0.013254630  0.02610616  0.02610616  0.018182650
## demo$career5  0.007854485  0.014588728  0.01257713  0.01257713  0.013765319
## demo$career6  0.014363850  0.001859402  0.01928990  0.01928990  0.011086267
## demo$career7  0.011349775  0.023100413 -0.00830016 -0.00830016  0.013456626
## demo$career8 -0.038249184 -0.018161755 -0.05429018 -0.05429018 -0.034031856
##                       304          305          306          307          308
## (Intercept)   0.159542276  0.148669004  0.156863904  0.171557746  0.199981334
## demo$career1 -0.001715316  0.007419158  0.014680785 -0.002430707 -0.002028345
## demo$career2 -0.015639240  0.001768490  0.020302621 -0.002394814 -0.003583455
## demo$career3 -0.008430708 -0.031327471 -0.033930293 -0.021106929 -0.009969805
## demo$career4 -0.001726488  0.016814862  0.021672683  0.006864075 -0.009146999
## demo$career5  0.027907762  0.019237438  0.012496285  0.014623397  0.014394203
## demo$career6 -0.013264994  0.004811516  0.011299304 -0.006090661 -0.023969364
## demo$career7  0.023158767  0.016851497  0.002385187  0.036167928  0.032564480
## demo$career8 -0.003496530 -0.026784047 -0.040208945 -0.005719357  0.034970410
##                       309           310         311          312
## (Intercept)   0.204315890  0.1582462442  0.16139524  0.185559654
## demo$career1  0.019143900 -0.0007149036  0.02258150  0.025105963
## demo$career2  0.014528730 -0.0145864429  0.02728320  0.031190648
## demo$career3 -0.025310589 -0.0212961666 -0.03303402 -0.033605174
## demo$career4  0.012353181  0.0043508108  0.02610616  0.027208611
## demo$career5  0.011375935  0.0193563670  0.01257713  0.007373299
## demo$career6  0.005179369 -0.0065611699  0.01928990  0.023556319
## demo$career7 -0.004802715  0.0235889977 -0.00830016 -0.010039609
## demo$career8 -0.039275360  0.0024639394 -0.05429018 -0.058687362
## 
## $f.perms
##              [,1]
##    [1,] 1.3735203
##    [2,] 1.1402993
##    [3,] 0.6719350
##    [4,] 0.9636790
##    [5,] 1.2707714
##    [6,] 0.4614520
##    [7,] 0.7982674
##    [8,] 0.6366700
##    [9,] 1.2148797
##   [10,] 0.7234002
##   [11,] 1.8147768
##   [12,] 0.7773836
##   [13,] 1.0410194
##   [14,] 0.4608266
##   [15,] 0.6736666
##   [16,] 0.5984846
##   [17,] 0.6025733
##   [18,] 1.7645476
##   [19,] 1.2112615
##   [20,] 0.5629094
##   [21,] 0.5596896
##   [22,] 1.7575138
##   [23,] 0.6334459
##   [24,] 1.1760747
##   [25,] 1.3379349
##   [26,] 0.5677897
##   [27,] 1.4016554
##   [28,] 1.1272984
##   [29,] 0.8098663
##   [30,] 1.5018051
##   [31,] 1.4660672
##   [32,] 0.8257411
##   [33,] 1.6134107
##   [34,] 1.2420198
##   [35,] 0.8934439
##   [36,] 1.4765042
##   [37,] 0.9099277
##   [38,] 0.8496840
##   [39,] 0.9754414
##   [40,] 1.5915781
##   [41,] 0.6776374
##   [42,] 0.8841743
##   [43,] 1.3973834
##   [44,] 1.4352739
##   [45,] 1.1763866
##   [46,] 1.2919981
##   [47,] 0.8436749
##   [48,] 1.8642615
##   [49,] 0.9739222
##   [50,] 0.6481173
##   [51,] 1.2204239
##   [52,] 0.9086834
##   [53,] 1.0890863
##   [54,] 0.6068987
##   [55,] 1.1567797
##   [56,] 0.4198686
##   [57,] 0.7993607
##   [58,] 0.5757528
##   [59,] 1.2695617
##   [60,] 1.0658508
##   [61,] 0.6624529
##   [62,] 1.0283538
##   [63,] 1.2512860
##   [64,] 1.8413277
##   [65,] 1.1149758
##   [66,] 3.3683431
##   [67,] 0.6852424
##   [68,] 0.7223632
##   [69,] 0.6934997
##   [70,] 1.4577333
##   [71,] 0.8981526
##   [72,] 1.1466270
##   [73,] 0.5322285
##   [74,] 1.1329573
##   [75,] 0.4985308
##   [76,] 0.7838085
##   [77,] 0.6163675
##   [78,] 1.5015716
##   [79,] 0.5556481
##   [80,] 0.4970853
##   [81,] 1.5646458
##   [82,] 0.9604982
##   [83,] 0.8198063
##   [84,] 0.7661087
##   [85,] 1.2897095
##   [86,] 0.8543494
##   [87,] 0.9907748
##   [88,] 0.8621624
##   [89,] 0.5439404
##   [90,] 1.1034966
##   [91,] 2.3566312
##   [92,] 0.6200651
##   [93,] 0.8747017
##   [94,] 0.9836914
##   [95,] 0.4730628
##   [96,] 0.6551535
##   [97,] 1.0505471
##   [98,] 1.1275526
##   [99,] 0.4246931
##  [100,] 0.8957749
##  [101,] 0.9776920
##  [102,] 0.7067214
##  [103,] 0.8327345
##  [104,] 0.6216177
##  [105,] 0.7682408
##  [106,] 1.2085198
##  [107,] 0.7840366
##  [108,] 0.5713989
##  [109,] 0.6586181
##  [110,] 1.0124120
##  [111,] 0.9800201
##  [112,] 1.7145617
##  [113,] 0.8195297
##  [114,] 1.0325775
##  [115,] 0.8619144
##  [116,] 1.0415565
##  [117,] 1.9032461
##  [118,] 1.0371983
##  [119,] 1.2085779
##  [120,] 0.7052559
##  [121,] 1.1949257
##  [122,] 0.9494790
##  [123,] 1.8954113
##  [124,] 1.1613325
##  [125,] 0.4772296
##  [126,] 1.3344792
##  [127,] 1.2053281
##  [128,] 1.2095147
##  [129,] 0.6415992
##  [130,] 0.9085736
##  [131,] 0.6689713
##  [132,] 0.8425187
##  [133,] 0.6882121
##  [134,] 1.8502686
##  [135,] 0.8051004
##  [136,] 1.1677777
##  [137,] 0.9520158
##  [138,] 1.4517852
##  [139,] 1.8173590
##  [140,] 0.8557930
##  [141,] 0.6120019
##  [142,] 0.5646700
##  [143,] 1.2533577
##  [144,] 1.2610502
##  [145,] 0.4500996
##  [146,] 1.6277306
##  [147,] 0.9812726
##  [148,] 1.1177465
##  [149,] 1.1240990
##  [150,] 1.4382024
##  [151,] 1.1686664
##  [152,] 1.3963089
##  [153,] 0.7382327
##  [154,] 1.3112493
##  [155,] 0.7500007
##  [156,] 0.7782905
##  [157,] 1.7174489
##  [158,] 1.4841445
##  [159,] 1.4716310
##  [160,] 0.4612863
##  [161,] 1.2247608
##  [162,] 1.2097287
##  [163,] 0.6271005
##  [164,] 0.6875718
##  [165,] 0.8013616
##  [166,] 0.7626407
##  [167,] 0.9059228
##  [168,] 1.1733989
##  [169,] 1.6525656
##  [170,] 1.2495701
##  [171,] 0.7674314
##  [172,] 0.8619867
##  [173,] 0.5777149
##  [174,] 0.6824350
##  [175,] 0.9659335
##  [176,] 1.3996180
##  [177,] 0.8204931
##  [178,] 1.0481756
##  [179,] 0.9127426
##  [180,] 1.1759731
##  [181,] 1.2154496
##  [182,] 1.3316985
##  [183,] 1.2006044
##  [184,] 0.4794867
##  [185,] 0.8447602
##  [186,] 2.2400757
##  [187,] 0.9258798
##  [188,] 0.9282941
##  [189,] 0.7970904
##  [190,] 1.1225808
##  [191,] 1.7285635
##  [192,] 1.0554173
##  [193,] 0.7468066
##  [194,] 0.7783229
##  [195,] 1.3453858
##  [196,] 1.0780374
##  [197,] 1.2613774
##  [198,] 0.5142912
##  [199,] 0.9815131
##  [200,] 0.6723983
##  [201,] 1.6087384
##  [202,] 0.8138173
##  [203,] 0.2756084
##  [204,] 0.4669852
##  [205,] 0.9529941
##  [206,] 1.2961677
##  [207,] 1.3041999
##  [208,] 0.6422833
##  [209,] 1.3651233
##  [210,] 0.9829330
##  [211,] 0.9605137
##  [212,] 0.9907336
##  [213,] 2.0858589
##  [214,] 0.9512500
##  [215,] 0.8615939
##  [216,] 1.0216303
##  [217,] 0.9190937
##  [218,] 0.6832621
##  [219,] 1.0499178
##  [220,] 0.9063216
##  [221,] 1.7399436
##  [222,] 0.9370244
##  [223,] 0.7257069
##  [224,] 0.8745978
##  [225,] 0.6866094
##  [226,] 1.4494034
##  [227,] 0.6781441
##  [228,] 0.5105231
##  [229,] 1.0993331
##  [230,] 1.9201425
##  [231,] 0.6738498
##  [232,] 1.2547218
##  [233,] 1.2613974
##  [234,] 0.7020095
##  [235,] 1.2782394
##  [236,] 0.6121082
##  [237,] 1.5539699
##  [238,] 0.2343855
##  [239,] 0.4680118
##  [240,] 0.7901989
##  [241,] 1.5582563
##  [242,] 0.6694952
##  [243,] 0.8225942
##  [244,] 1.3294888
##  [245,] 1.8911533
##  [246,] 1.5026832
##  [247,] 0.9106743
##  [248,] 0.4868418
##  [249,] 2.2309505
##  [250,] 0.8472651
##  [251,] 0.4313234
##  [252,] 1.7475617
##  [253,] 1.4695546
##  [254,] 1.1934085
##  [255,] 0.6526033
##  [256,] 1.1048503
##  [257,] 0.8506835
##  [258,] 0.5507825
##  [259,] 1.3548128
##  [260,] 1.5121971
##  [261,] 0.7944809
##  [262,] 0.6901311
##  [263,] 0.4471022
##  [264,] 0.3718229
##  [265,] 1.1039620
##  [266,] 1.1163845
##  [267,] 1.6913582
##  [268,] 1.6336001
##  [269,] 2.0062392
##  [270,] 1.5175724
##  [271,] 0.7867555
##  [272,] 0.7152764
##  [273,] 1.1053998
##  [274,] 1.1430184
##  [275,] 1.0161196
##  [276,] 0.7092688
##  [277,] 1.1949477
##  [278,] 1.1709692
##  [279,] 0.9129447
##  [280,] 1.0797340
##  [281,] 1.7082704
##  [282,] 0.9773072
##  [283,] 0.9316767
##  [284,] 1.1407469
##  [285,] 1.1633627
##  [286,] 1.0792812
##  [287,] 0.5467059
##  [288,] 1.5403108
##  [289,] 0.7292178
##  [290,] 0.5176895
##  [291,] 0.8162727
##  [292,] 0.4547447
##  [293,] 0.6638009
##  [294,] 0.9730468
##  [295,] 0.5150661
##  [296,] 0.4525731
##  [297,] 0.2331398
##  [298,] 0.8008615
##  [299,] 1.5114001
##  [300,] 1.6665684
##  [301,] 0.7279221
##  [302,] 1.7480268
##  [303,] 0.8937682
##  [304,] 0.5212449
##  [305,] 0.9708173
##  [306,] 1.2482537
##  [307,] 0.8289673
##  [308,] 0.9660928
##  [309,] 0.7502842
##  [310,] 0.8920816
##  [311,] 0.8515049
##  [312,] 1.0391875
##  [313,] 0.5924601
##  [314,] 0.9662431
##  [315,] 1.8877364
##  [316,] 0.8589559
##  [317,] 1.2694595
##  [318,] 0.8812048
##  [319,] 1.0336286
##  [320,] 0.9801830
##  [321,] 1.2933622
##  [322,] 0.6516700
##  [323,] 0.7114724
##  [324,] 1.2353231
##  [325,] 0.4695138
##  [326,] 1.1448755
##  [327,] 1.0356539
##  [328,] 0.4250188
##  [329,] 1.1840160
##  [330,] 1.2308869
##  [331,] 0.7970572
##  [332,] 0.7082031
##  [333,] 0.9740513
##  [334,] 0.8223833
##  [335,] 0.5966287
##  [336,] 1.3212002
##  [337,] 1.3576941
##  [338,] 1.0726330
##  [339,] 1.6148858
##  [340,] 0.5917996
##  [341,] 1.0606701
##  [342,] 0.8997138
##  [343,] 1.1674356
##  [344,] 0.6528336
##  [345,] 0.7081784
##  [346,] 1.1173336
##  [347,] 0.7019160
##  [348,] 0.7212488
##  [349,] 1.8831088
##  [350,] 0.6915647
##  [351,] 0.5575567
##  [352,] 0.5892081
##  [353,] 0.9797764
##  [354,] 0.5253464
##  [355,] 0.7188606
##  [356,] 0.8824846
##  [357,] 1.0658140
##  [358,] 1.4213842
##  [359,] 0.4540913
##  [360,] 1.2039594
##  [361,] 0.7607117
##  [362,] 1.0820231
##  [363,] 1.5115958
##  [364,] 1.0256093
##  [365,] 0.5700548
##  [366,] 1.1728468
##  [367,] 0.6032444
##  [368,] 0.6120711
##  [369,] 0.9125416
##  [370,] 1.1918350
##  [371,] 1.0548624
##  [372,] 1.1099565
##  [373,] 0.5433922
##  [374,] 0.6778328
##  [375,] 0.7503856
##  [376,] 0.9443763
##  [377,] 0.5940112
##  [378,] 0.8436606
##  [379,] 1.9566650
##  [380,] 0.6801083
##  [381,] 0.9211992
##  [382,] 1.0096413
##  [383,] 1.0806134
##  [384,] 0.7659740
##  [385,] 0.4329404
##  [386,] 1.3575054
##  [387,] 0.8847065
##  [388,] 0.2546729
##  [389,] 0.8076191
##  [390,] 0.6847051
##  [391,] 1.4291415
##  [392,] 0.8546940
##  [393,] 0.8337463
##  [394,] 1.4792493
##  [395,] 0.4755848
##  [396,] 0.9866161
##  [397,] 0.6230378
##  [398,] 0.8222037
##  [399,] 0.6662846
##  [400,] 0.9511262
##  [401,] 1.7218079
##  [402,] 0.8298122
##  [403,] 0.5661174
##  [404,] 0.8402424
##  [405,] 0.5946472
##  [406,] 0.6105149
##  [407,] 0.9047434
##  [408,] 0.6780947
##  [409,] 1.0779092
##  [410,] 0.6592040
##  [411,] 1.9011619
##  [412,] 1.0120776
##  [413,] 0.6410922
##  [414,] 0.8640423
##  [415,] 0.5551598
##  [416,] 1.4376335
##  [417,] 1.6066826
##  [418,] 0.6681927
##  [419,] 1.8417111
##  [420,] 1.2438349
##  [421,] 1.4849313
##  [422,] 0.9191267
##  [423,] 0.3613908
##  [424,] 1.2730576
##  [425,] 0.9698282
##  [426,] 1.6685253
##  [427,] 0.6157654
##  [428,] 0.8121473
##  [429,] 1.0889392
##  [430,] 0.5793122
##  [431,] 0.8222411
##  [432,] 0.2271548
##  [433,] 2.8479760
##  [434,] 0.7213861
##  [435,] 0.9630733
##  [436,] 0.9752990
##  [437,] 0.8584942
##  [438,] 0.6313434
##  [439,] 1.5351845
##  [440,] 1.2760687
##  [441,] 0.8598258
##  [442,] 0.9046566
##  [443,] 0.9769495
##  [444,] 1.0349828
##  [445,] 0.5784959
##  [446,] 0.8544718
##  [447,] 0.9633977
##  [448,] 1.1524295
##  [449,] 0.9582279
##  [450,] 1.1081616
##  [451,] 0.8023279
##  [452,] 1.3727125
##  [453,] 0.4714311
##  [454,] 0.8779877
##  [455,] 0.9832550
##  [456,] 0.9083455
##  [457,] 1.8934158
##  [458,] 1.0146912
##  [459,] 1.7739843
##  [460,] 1.3597827
##  [461,] 0.7893787
##  [462,] 1.0866444
##  [463,] 0.6722967
##  [464,] 0.4034546
##  [465,] 1.5794354
##  [466,] 1.7096856
##  [467,] 0.7100576
##  [468,] 1.5221532
##  [469,] 1.7556420
##  [470,] 1.0518236
##  [471,] 0.8830622
##  [472,] 0.9332914
##  [473,] 0.9667492
##  [474,] 1.9896547
##  [475,] 0.5295175
##  [476,] 1.3435983
##  [477,] 2.2693961
##  [478,] 1.2536470
##  [479,] 2.2024543
##  [480,] 0.8755714
##  [481,] 1.0039827
##  [482,] 0.3744830
##  [483,] 1.3428854
##  [484,] 0.8282843
##  [485,] 0.5092986
##  [486,] 1.1483112
##  [487,] 1.2979682
##  [488,] 1.0076087
##  [489,] 0.8829105
##  [490,] 1.7616464
##  [491,] 0.8605003
##  [492,] 0.9305406
##  [493,] 1.3785517
##  [494,] 0.7715993
##  [495,] 0.6874942
##  [496,] 0.9272576
##  [497,] 0.8870235
##  [498,] 0.7515613
##  [499,] 0.6455430
##  [500,] 1.9941723
##  [501,] 0.9421878
##  [502,] 0.6546711
##  [503,] 0.4951776
##  [504,] 0.5058794
##  [505,] 0.9312067
##  [506,] 1.4032048
##  [507,] 0.4937519
##  [508,] 0.4940821
##  [509,] 0.9982247
##  [510,] 0.7088961
##  [511,] 0.5478865
##  [512,] 0.3746752
##  [513,] 0.9454333
##  [514,] 0.5890247
##  [515,] 0.9217251
##  [516,] 0.8942147
##  [517,] 1.2090801
##  [518,] 0.7856539
##  [519,] 0.9686274
##  [520,] 0.4871033
##  [521,] 1.3965116
##  [522,] 1.2036220
##  [523,] 0.8191225
##  [524,] 0.8758971
##  [525,] 0.8906573
##  [526,] 2.2263107
##  [527,] 2.3166459
##  [528,] 0.6461218
##  [529,] 0.5402193
##  [530,] 0.6448702
##  [531,] 1.0548615
##  [532,] 1.6567780
##  [533,] 1.1236044
##  [534,] 0.9878576
##  [535,] 1.2536761
##  [536,] 1.2410407
##  [537,] 1.0069978
##  [538,] 0.7985214
##  [539,] 1.1879635
##  [540,] 1.0190509
##  [541,] 1.1365498
##  [542,] 1.4252824
##  [543,] 1.4261189
##  [544,] 1.3100740
##  [545,] 0.9251002
##  [546,] 1.0581742
##  [547,] 0.7478402
##  [548,] 1.0954670
##  [549,] 1.0077003
##  [550,] 1.4338961
##  [551,] 1.2240785
##  [552,] 0.7641242
##  [553,] 0.9734608
##  [554,] 0.9202140
##  [555,] 1.4524835
##  [556,] 0.6247477
##  [557,] 1.1436734
##  [558,] 0.7351300
##  [559,] 0.8370806
##  [560,] 0.6325083
##  [561,] 0.3301418
##  [562,] 1.1179531
##  [563,] 1.0858219
##  [564,] 0.8114948
##  [565,] 0.8887676
##  [566,] 1.0039587
##  [567,] 0.5679262
##  [568,] 1.0698930
##  [569,] 1.4755600
##  [570,] 1.0506972
##  [571,] 1.2417376
##  [572,] 1.2704400
##  [573,] 1.2074967
##  [574,] 0.6175947
##  [575,] 0.9312520
##  [576,] 0.8965295
##  [577,] 0.5193265
##  [578,] 1.0463930
##  [579,] 1.1793786
##  [580,] 0.9714973
##  [581,] 0.8598771
##  [582,] 0.8812553
##  [583,] 0.6725265
##  [584,] 0.9046140
##  [585,] 1.5223814
##  [586,] 0.9324601
##  [587,] 0.3923217
##  [588,] 1.3587528
##  [589,] 0.6719669
##  [590,] 0.9012783
##  [591,] 0.5964623
##  [592,] 1.1117412
##  [593,] 1.2636220
##  [594,] 1.0646145
##  [595,] 0.9221277
##  [596,] 0.7464543
##  [597,] 0.9944292
##  [598,] 2.0639685
##  [599,] 0.6031753
##  [600,] 0.4719608
##  [601,] 0.4658978
##  [602,] 1.6816131
##  [603,] 0.7899061
##  [604,] 0.7669713
##  [605,] 0.9961853
##  [606,] 1.7431432
##  [607,] 0.8785749
##  [608,] 0.7274604
##  [609,] 0.9687851
##  [610,] 0.4470891
##  [611,] 1.0756826
##  [612,] 0.4957125
##  [613,] 0.5105220
##  [614,] 1.2178168
##  [615,] 1.3350567
##  [616,] 0.9883301
##  [617,] 0.4797352
##  [618,] 1.5989155
##  [619,] 0.9531921
##  [620,] 0.7537402
##  [621,] 0.8324060
##  [622,] 1.3504578
##  [623,] 0.8466723
##  [624,] 0.6245668
##  [625,] 0.6995553
##  [626,] 0.9067987
##  [627,] 0.8212354
##  [628,] 0.7618167
##  [629,] 0.6954580
##  [630,] 1.2084009
##  [631,] 1.1287002
##  [632,] 1.1675110
##  [633,] 0.9717035
##  [634,] 0.6185319
##  [635,] 1.7740042
##  [636,] 0.9990838
##  [637,] 0.8446859
##  [638,] 0.7427135
##  [639,] 1.5133344
##  [640,] 1.1778315
##  [641,] 1.1418971
##  [642,] 0.6380954
##  [643,] 0.5614758
##  [644,] 0.4619572
##  [645,] 0.6818201
##  [646,] 0.4767024
##  [647,] 0.8191160
##  [648,] 0.9012484
##  [649,] 3.7979978
##  [650,] 0.8984012
##  [651,] 1.2699827
##  [652,] 0.5598801
##  [653,] 1.1550646
##  [654,] 0.7831899
##  [655,] 1.3754604
##  [656,] 1.2171443
##  [657,] 0.6086426
##  [658,] 1.7291827
##  [659,] 0.5899731
##  [660,] 0.7681599
##  [661,] 1.8015844
##  [662,] 0.8477182
##  [663,] 0.6445324
##  [664,] 1.8127749
##  [665,] 0.8341015
##  [666,] 1.4586596
##  [667,] 1.2216136
##  [668,] 0.4450188
##  [669,] 1.0184628
##  [670,] 0.7004002
##  [671,] 1.6486873
##  [672,] 1.3038247
##  [673,] 0.8006858
##  [674,] 1.6949947
##  [675,] 0.5736786
##  [676,] 0.9547221
##  [677,] 0.8549281
##  [678,] 0.4780593
##  [679,] 1.0478743
##  [680,] 1.2407621
##  [681,] 0.5951344
##  [682,] 1.2245462
##  [683,] 1.0509222
##  [684,] 0.8807437
##  [685,] 1.4948028
##  [686,] 0.6175657
##  [687,] 1.4308425
##  [688,] 1.6386210
##  [689,] 0.8053589
##  [690,] 1.0700622
##  [691,] 0.4948182
##  [692,] 1.3845554
##  [693,] 0.9001786
##  [694,] 0.7914143
##  [695,] 0.9116412
##  [696,] 0.4725884
##  [697,] 1.2093759
##  [698,] 0.7680300
##  [699,] 1.0771186
##  [700,] 1.0642499
##  [701,] 1.8641405
##  [702,] 1.0968340
##  [703,] 1.6956217
##  [704,] 0.2908874
##  [705,] 0.4718144
##  [706,] 0.5738768
##  [707,] 2.2031573
##  [708,] 0.6595618
##  [709,] 1.7070706
##  [710,] 1.2439738
##  [711,] 0.9141451
##  [712,] 1.2422984
##  [713,] 0.8950203
##  [714,] 1.8026550
##  [715,] 0.3578124
##  [716,] 0.7920040
##  [717,] 1.1749984
##  [718,] 0.3889684
##  [719,] 1.5140202
##  [720,] 0.9196514
##  [721,] 0.5649293
##  [722,] 1.0818001
##  [723,] 1.1590492
##  [724,] 1.0043968
##  [725,] 0.4689353
##  [726,] 0.7814161
##  [727,] 0.9171340
##  [728,] 1.2935940
##  [729,] 0.7355199
##  [730,] 0.7273944
##  [731,] 1.0450897
##  [732,] 0.7776812
##  [733,] 0.9183300
##  [734,] 0.7964849
##  [735,] 0.5948712
##  [736,] 1.4031809
##  [737,] 1.8369305
##  [738,] 0.9455528
##  [739,] 0.7354797
##  [740,] 0.6610297
##  [741,] 0.8612446
##  [742,] 0.6931351
##  [743,] 1.5553060
##  [744,] 0.5942847
##  [745,] 0.2918807
##  [746,] 0.4872186
##  [747,] 0.7225979
##  [748,] 0.9319696
##  [749,] 1.7964200
##  [750,] 1.5326071
##  [751,] 0.4938887
##  [752,] 0.7072108
##  [753,] 1.2234530
##  [754,] 0.7713998
##  [755,] 0.8237475
##  [756,] 0.9530899
##  [757,] 0.8524015
##  [758,] 1.1259655
##  [759,] 1.2436766
##  [760,] 1.7905076
##  [761,] 1.2774724
##  [762,] 0.7717123
##  [763,] 0.8495304
##  [764,] 0.4828004
##  [765,] 1.2336028
##  [766,] 0.8404279
##  [767,] 1.8462212
##  [768,] 0.8963811
##  [769,] 0.7256556
##  [770,] 0.8655806
##  [771,] 0.8739609
##  [772,] 0.4342104
##  [773,] 1.5838757
##  [774,] 1.4392726
##  [775,] 1.4489511
##  [776,] 0.6335311
##  [777,] 0.6646751
##  [778,] 0.6651207
##  [779,] 0.9461321
##  [780,] 0.7393413
##  [781,] 0.7483503
##  [782,] 1.6462995
##  [783,] 1.0513860
##  [784,] 1.1300532
##  [785,] 1.2311611
##  [786,] 1.0986756
##  [787,] 1.8721312
##  [788,] 1.0664212
##  [789,] 0.5890078
##  [790,] 1.6230069
##  [791,] 0.6573368
##  [792,] 0.9154330
##  [793,] 1.1061896
##  [794,] 1.3903417
##  [795,] 0.5518827
##  [796,] 0.9041593
##  [797,] 0.4872341
##  [798,] 0.8473906
##  [799,] 0.3058625
##  [800,] 1.2917474
##  [801,] 1.0449258
##  [802,] 0.5324067
##  [803,] 1.3101721
##  [804,] 0.8634891
##  [805,] 1.8420658
##  [806,] 0.7971191
##  [807,] 1.1425307
##  [808,] 0.7281230
##  [809,] 0.6816698
##  [810,] 1.0370461
##  [811,] 1.0378914
##  [812,] 0.6992332
##  [813,] 0.8653957
##  [814,] 1.1706184
##  [815,] 0.6370424
##  [816,] 0.7171485
##  [817,] 1.5446454
##  [818,] 1.4405719
##  [819,] 0.7122078
##  [820,] 1.2192438
##  [821,] 0.6312147
##  [822,] 0.9609808
##  [823,] 1.7581446
##  [824,] 0.8207424
##  [825,] 1.0125189
##  [826,] 0.3674318
##  [827,] 0.3582461
##  [828,] 0.7808861
##  [829,] 0.6156274
##  [830,] 1.9336959
##  [831,] 0.5227566
##  [832,] 0.5195459
##  [833,] 0.5828930
##  [834,] 1.7604916
##  [835,] 1.1280784
##  [836,] 0.9070737
##  [837,] 1.0325898
##  [838,] 0.9363054
##  [839,] 0.5647112
##  [840,] 1.7092839
##  [841,] 0.9191686
##  [842,] 1.0905997
##  [843,] 0.9488314
##  [844,] 0.4801588
##  [845,] 1.2285177
##  [846,] 1.0579228
##  [847,] 0.6917816
##  [848,] 1.1975572
##  [849,] 0.7622170
##  [850,] 0.6933343
##  [851,] 0.8937399
##  [852,] 1.5568218
##  [853,] 2.3090989
##  [854,] 0.9901751
##  [855,] 1.1335047
##  [856,] 1.3196609
##  [857,] 0.9599899
##  [858,] 1.0054296
##  [859,] 0.8292252
##  [860,] 0.4596498
##  [861,] 0.6503621
##  [862,] 0.8331581
##  [863,] 1.0203329
##  [864,] 1.1264445
##  [865,] 2.0045207
##  [866,] 1.8929160
##  [867,] 1.2841020
##  [868,] 1.1582458
##  [869,] 0.9115403
##  [870,] 0.4210167
##  [871,] 1.3399700
##  [872,] 0.7660149
##  [873,] 0.6974093
##  [874,] 0.5040168
##  [875,] 2.0178869
##  [876,] 1.2488919
##  [877,] 1.8797999
##  [878,] 0.6975787
##  [879,] 1.8228184
##  [880,] 1.5607267
##  [881,] 1.0102988
##  [882,] 0.8900051
##  [883,] 0.5577218
##  [884,] 0.7962693
##  [885,] 1.2816398
##  [886,] 0.6546842
##  [887,] 0.5671832
##  [888,] 0.9737408
##  [889,] 1.0038516
##  [890,] 1.9128617
##  [891,] 0.9194828
##  [892,] 0.5260491
##  [893,] 0.9665072
##  [894,] 1.0876346
##  [895,] 0.8749307
##  [896,] 0.9379828
##  [897,] 0.8211953
##  [898,] 1.1775393
##  [899,] 0.9253704
##  [900,] 0.6175591
##  [901,] 0.5258616
##  [902,] 1.2353098
##  [903,] 0.7669618
##  [904,] 0.8038480
##  [905,] 0.8323963
##  [906,] 1.0458126
##  [907,] 1.0915143
##  [908,] 1.3310997
##  [909,] 1.1474172
##  [910,] 0.8553423
##  [911,] 0.5624873
##  [912,] 1.6886357
##  [913,] 1.7158017
##  [914,] 0.8666125
##  [915,] 1.1723000
##  [916,] 1.0202425
##  [917,] 0.5534576
##  [918,] 1.0681079
##  [919,] 0.7943121
##  [920,] 0.8849264
##  [921,] 0.8122308
##  [922,] 0.9304249
##  [923,] 0.9334745
##  [924,] 1.1264737
##  [925,] 0.5749210
##  [926,] 0.8586690
##  [927,] 1.1400929
##  [928,] 0.6984543
##  [929,] 1.1617559
##  [930,] 1.3944565
##  [931,] 1.6684960
##  [932,] 0.9551412
##  [933,] 0.4871564
##  [934,] 0.9907465
##  [935,] 1.2112398
##  [936,] 1.2816992
##  [937,] 1.1211919
##  [938,] 0.7846556
##  [939,] 0.6917259
##  [940,] 1.2386860
##  [941,] 0.9691778
##  [942,] 1.8683608
##  [943,] 0.8872428
##  [944,] 1.0950381
##  [945,] 0.2282981
##  [946,] 1.5937316
##  [947,] 0.5840795
##  [948,] 1.2119566
##  [949,] 1.3032765
##  [950,] 1.2981601
##  [951,] 1.7690620
##  [952,] 0.7583525
##  [953,] 0.9848948
##  [954,] 1.2573479
##  [955,] 1.4070885
##  [956,] 0.9512232
##  [957,] 0.5316868
##  [958,] 0.9419496
##  [959,] 0.8528598
##  [960,] 2.2873426
##  [961,] 0.6019313
##  [962,] 1.1219650
##  [963,] 1.1342381
##  [964,] 0.7466363
##  [965,] 0.9013414
##  [966,] 0.4066981
##  [967,] 0.7107019
##  [968,] 0.5985623
##  [969,] 0.5902708
##  [970,] 1.0607805
##  [971,] 0.7581914
##  [972,] 0.6423335
##  [973,] 1.2419446
##  [974,] 0.9134122
##  [975,] 0.6062061
##  [976,] 0.7641665
##  [977,] 1.2590879
##  [978,] 1.0855616
##  [979,] 1.1303577
##  [980,] 0.6386716
##  [981,] 0.5648662
##  [982,] 1.3060905
##  [983,] 1.1064156
##  [984,] 1.0471911
##  [985,] 0.4004252
##  [986,] 0.9716202
##  [987,] 0.9627532
##  [988,] 1.2477767
##  [989,] 0.8284478
##  [990,] 0.2149536
##  [991,] 0.4065478
##  [992,] 1.0068829
##  [993,] 0.9995362
##  [994,] 0.8336144
##  [995,] 1.1235906
##  [996,] 0.9761451
##  [997,] 1.1852900
##  [998,] 0.6564536
##  [999,] 0.6273613
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
## 4             1            0            0            0            1
## 5             1            0            0            0            1
## 6             1            0            0            0            1
## 7             1            0            0            0            1
## 8             1            0            0            0            0
## 9             1            0            0            0            1
## 10            1            0            0            0            0
## 11            1            0            1            0            0
## 12            1            0            0            0            1
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            0            0            0            0
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## sci_comp ~ demo$career
## attr(,"variables")
## list(sci_comp, demo$career)
## attr(,"factors")
##             demo$career
## sci_comp              0
## demo$career           1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to career goals.

Personal Community Orientation

Now, Personal Community Orientation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs   MeanSqs F.Model      R2 Pr(>F)   
## demo$career   8   0.22325 0.0279061  3.3536 0.08134  0.005 **
## Residuals   303   2.52133 0.0083212         0.91866          
## Total       311   2.74458                   1.00000          
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = per_comm_orient ~ demo$career)
## 
## $coefficients
##              per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept)        5.19517632        5.0096867       5.50277767
## demo$career1       0.09371257        0.2347577       0.07500011
## demo$career2       0.49713137        0.9133902       0.72799156
## demo$career3       0.13815701       -0.1430201       0.16388900
## demo$career4       0.06711876        0.3345756       0.15296004
## demo$career5       0.17982368        0.3514244       0.20555567
## demo$career6       0.45482368        0.2903133       0.39722233
## demo$career7      -0.62374775       -1.2954010      -1.21706338
## demo$career8      -0.44517632       -0.5096867      -0.16944433
##              per_comm_orient4
## (Intercept)        5.34683991
## demo$career1       0.16427120
## demo$career2       1.03777548
## demo$career3      -0.08017324
## demo$career4       0.07938960
## demo$career5       0.08371565
## demo$career6       0.30316009
## demo$career7      -1.06112562
## demo$career8      -0.18017324
## 
## $coef.sites
##                         1             2            3            4            5
## (Intercept)   0.097093033  0.0768655450  0.082056240  0.082056240  0.082056240
## demo$career1 -0.017781319 -0.0150047492 -0.027053904 -0.027053904 -0.027053904
## demo$career2 -0.002568396  0.0268893395 -0.026695969 -0.026695969 -0.026695969
## demo$career3  0.013159953  0.0122637422  0.017065093  0.017065093  0.017065093
## demo$career4 -0.016039466 -0.0049568356 -0.021443795 -0.021443795 -0.021443795
## demo$career5 -0.012883471  0.0009370174 -0.021332581 -0.021332581 -0.021332581
## demo$career6 -0.014366699 -0.0012963375 -0.023663775 -0.023663775 -0.023663775
## demo$career7  0.055012462  0.0296591218  0.091602393  0.091602393  0.091602393
## demo$career8  0.003777545 -0.0285926191  0.006839702  0.006839702  0.006839702
##                         6            7           8            9            10
## (Intercept)   0.078448444  0.132812272  0.08651902  0.097206506  0.1061466134
## demo$career1 -0.020717923 -0.017252406 -0.02477428 -0.018515864 -0.0005914097
## demo$career2  0.008553602 -0.069856446 -0.03941154 -0.030999084  0.0416839936
## demo$career3  0.015296308  0.003155397  0.01354367  0.005513183  0.0045055695
## demo$career4 -0.009822631 -0.016755466 -0.02102286 -0.013993405  0.0013687194
## demo$career5 -0.004735001 -0.018883319 -0.02466508 -0.017249469  0.0186543980
## demo$career6 -0.007949094 -0.032911290 -0.03076292 -0.026730363  0.0089297437
## demo$career7  0.051640395  0.103341368  0.09371538  0.083027894 -0.0038142588
## demo$career8 -0.018596538  0.023850115  0.01233898  0.001651495 -0.0571594684
##                         11          12            13            14           15
## (Intercept)   0.1480656959  0.08651902  0.0768655450  0.0768655450  0.091126716
## demo$career1 -0.0162986616 -0.02477428 -0.0150047492 -0.0150047492 -0.012478225
## demo$career2 -0.0726674896 -0.03941154  0.0268893395  0.0268893395  0.012628168
## demo$career3  0.0005945031  0.01354367  0.0122637422  0.0122637422  0.015024978
## demo$career4 -0.0172485788 -0.02102286 -0.0049568356 -0.0049568356 -0.009581720
## demo$career5 -0.0174813010 -0.02466508  0.0009370174  0.0009370174 -0.004303097
## demo$career6 -0.0358340683 -0.03076292 -0.0012963375 -0.0012963375 -0.003048351
## demo$career7  0.1050642660  0.09371538  0.0296591218  0.0296591218  0.045300409
## demo$career8  0.0262492389  0.01233898 -0.0285926191 -0.0285926191 -0.034392734
##                        16          17           18          19           20
## (Intercept)   0.202862928  0.08651902  0.108286348  0.08651902  0.115899501
## demo$career1  0.012780806 -0.02477428 -0.005842651 -0.02477428 -0.012163518
## demo$career2  0.065342210 -0.03941154 -0.006903841 -0.03941154  0.017388792
## demo$career3 -0.002127829  0.01354367 -0.004002326  0.01354367  0.017132423
## demo$career4  0.011191707 -0.02102286 -0.005233609 -0.02102286 -0.006908240
## demo$career5  0.033637366 -0.02466508 -0.003079316 -0.02466508  0.004958203
## demo$career6  0.025581612 -0.03076292 -0.018490021 -0.03076292  0.003608070
## demo$career7 -0.074066055  0.09371538  0.043809551  0.09371538  0.019658977
## demo$career8 -0.034667493  0.01233898 -0.017953578  0.01233898 -0.027771949
##                        21            22           23          24            25
## (Intercept)   0.240303761  0.0768655450  0.082056240  0.10137740  0.1061466134
## demo$career1  0.008576415 -0.0150047492 -0.027053904 -0.02120057 -0.0005914097
## demo$career2  0.062071570  0.0268893395 -0.026695969 -0.05594347  0.0416839936
## demo$career3  0.001215960  0.0122637422  0.017065093  0.01307415  0.0045055695
## demo$career4  0.011683018 -0.0049568356 -0.021443795 -0.01840005  0.0013687194
## demo$career5  0.030624566  0.0009370174 -0.021332581 -0.02122818  0.0186543980
## demo$career6  0.022824517 -0.0012963375 -0.023663775 -0.03156487  0.0089297437
## demo$career7 -0.073388622  0.0296591218  0.091602393  0.09838838 -0.0038142588
## demo$career8 -0.036406639 -0.0285926191  0.006839702  0.01761080 -0.0571594684
##                       26          27            28          29            30
## (Intercept)   0.99845679  0.08540691  0.1480656959  0.08651902  0.0890649490
## demo$career1  0.00154321 -0.01959865 -0.0162986616 -0.02477428 -0.0070664355
## demo$career2  0.00154321 -0.02335451 -0.0726674896 -0.03941154  0.0363337981
## demo$career3  0.00154321  0.01075146  0.0005945031  0.01354367  0.0053684208
## demo$career4  0.00154321 -0.01678221 -0.0172485788 -0.02102286 -0.0001080081
## demo$career5 -0.01234568 -0.01989389 -0.0174813010 -0.02466508  0.0112797817
## demo$career6  0.00154321 -0.02509807 -0.0358340683 -0.03076292  0.0018821187
## demo$career7  0.00154321  0.07431444  0.1050642660  0.09371538  0.0076237334
## demo$career8  0.00154321  0.00366130  0.0262492389  0.01233898 -0.0405929310
##                       31           32           33           34          35
## (Intercept)   0.08651902  0.082056240  0.124053022  0.099947617  0.08651902
## demo$career1 -0.02477428 -0.027053904 -0.012267389 -0.018579900 -0.02477428
## demo$career2 -0.03941154 -0.026695969  0.032099673 -0.005615408 -0.03941154
## demo$career3  0.01354367  0.017065093  0.012596167  0.013496113  0.01354367
## demo$career4 -0.02102286 -0.021443795 -0.002733551 -0.015286492 -0.02102286
## demo$career5 -0.02466508 -0.021332581  0.003697737 -0.004214902 -0.02466508
## demo$career6 -0.03076292 -0.023663775  0.004774606 -0.010096562 -0.03076292
## demo$career7  0.09371538  0.091602393  0.003022564  0.059280675  0.09371538
## demo$career8  0.01233898  0.006839702 -0.020122776 -0.016151664  0.01233898
##                        36          37          38            39           40
## (Intercept)   0.131998816  0.08135591  0.08651902  0.0890649490  0.082690626
## demo$career1 -0.017261995 -0.02156859 -0.02477428 -0.0070664355 -0.018654106
## demo$career2 -0.066193986 -0.02272232 -0.03941154  0.0363337981  0.007889238
## demo$career3  0.001546305  0.01480246  0.01354367  0.0053684208  0.011054126
## demo$career4 -0.017810221 -0.01502650 -0.02102286 -0.0001080081 -0.011657193
## demo$career5 -0.017535674 -0.01953379 -0.02466508  0.0112797817 -0.005115197
## demo$career6 -0.037688329 -0.02322099 -0.03076292  0.0018821187 -0.009918549
## demo$career7  0.104154825  0.07836544  0.09371538  0.0076237334  0.047398213
## demo$career8  0.024663572 -0.00357108  0.01233898 -0.0405929310 -0.011021741
##                        41          42            43           44            45
## (Intercept)   0.082056240  0.08651902  0.0768655450  0.082056240  0.0890649490
## demo$career1 -0.027053904 -0.02477428 -0.0150047492 -0.027053904 -0.0070664355
## demo$career2 -0.026695969 -0.03941154  0.0268893395 -0.026695969  0.0363337981
## demo$career3  0.017065093  0.01354367  0.0122637422  0.017065093  0.0053684208
## demo$career4 -0.021443795 -0.02102286 -0.0049568356 -0.021443795 -0.0001080081
## demo$career5 -0.021332581 -0.02466508  0.0009370174 -0.021332581  0.0112797817
## demo$career6 -0.023663775 -0.03076292 -0.0012963375 -0.023663775  0.0018821187
## demo$career7  0.091602393  0.09371538  0.0296591218  0.091602393  0.0076237334
## demo$career8  0.006839702  0.01233898 -0.0285926191  0.006839702 -0.0405929310
##                        46           47           48            49           50
## (Intercept)   0.269265599  0.222541358  0.075098589  0.0768655450  0.087455516
## demo$career1  0.015868761  0.004679174 -0.018324140 -0.0150047492 -0.016499662
## demo$career2  0.064056718  0.035073074  0.008151112  0.0268893395 -0.006180731
## demo$career3 -0.006541274 -0.000705869  0.015545388  0.0122637422  0.007568200
## demo$career4  0.013589092  0.003586188 -0.010704602 -0.0049568356 -0.011467550
## demo$career5  0.037127461  0.013444224 -0.010741505  0.0009370174 -0.009018462
## demo$career6  0.030574929  0.004714683 -0.009474587 -0.0012963375 -0.017679440
## demo$career7 -0.096587142 -0.036736035  0.054990250  0.0296591218  0.050694804
## demo$career8 -0.027409179 -0.014077432 -0.019122652 -0.0285926191 -0.004878879
##                       51          52           53          54           55
## (Intercept)   0.08651902  0.08651902  0.076617470  0.08651902  0.131998816
## demo$career1 -0.02477428 -0.02477428 -0.023808316 -0.02477428 -0.017261995
## demo$career2 -0.03941154 -0.03941154 -0.009343176 -0.03941154 -0.066193986
## demo$career3  0.01354367  0.01354367  0.018406247  0.01354367  0.001546305
## demo$career4 -0.02102286 -0.02102286 -0.015308359 -0.02102286 -0.017810221
## demo$career5 -0.02466508 -0.02466508 -0.015985807 -0.02466508 -0.017535674
## demo$career6 -0.03076292 -0.03076292 -0.015775569 -0.03076292 -0.037688329
## demo$career7  0.09371538  0.09371538  0.075818565  0.09371538  0.104154825
## demo$career8  0.01233898  0.01233898 -0.009553098  0.01233898  0.024663572
##                       56           57           58           59          60
## (Intercept)   0.08651902  0.075098589  0.076617470  0.082056240  0.10137740
## demo$career1 -0.02477428 -0.018324140 -0.023808316 -0.027053904 -0.02120057
## demo$career2 -0.03941154  0.008151112 -0.009343176 -0.026695969 -0.05594347
## demo$career3  0.01354367  0.015545388  0.018406247  0.017065093  0.01307415
## demo$career4 -0.02102286 -0.010704602 -0.015308359 -0.021443795 -0.01840005
## demo$career5 -0.02466508 -0.010741505 -0.015985807 -0.021332581 -0.02122818
## demo$career6 -0.03076292 -0.009474587 -0.015775569 -0.023663775 -0.03156487
## demo$career7  0.09371538  0.054990250  0.075818565  0.091602393  0.09838838
## demo$career8  0.01233898 -0.019122652 -0.009553098  0.006839702  0.01761080
##                       61           62            63           64           65
## (Intercept)   0.08003920  0.101875117  0.1110109931  0.118464905  0.131998816
## demo$career1 -0.01617970 -0.021698284 -0.0042135771 -0.020640423 -0.017261995
## demo$career2 -0.00592392 -0.047147617  0.0408681969 -0.050590079 -0.066193986
## demo$career3  0.01195421  0.004458512  0.0102818305  0.001777446  0.001546305
## demo$career4 -0.01053588 -0.019869026 -0.0021443887 -0.020342051 -0.017810221
## demo$career5 -0.01451275 -0.022292787  0.0122420307 -0.020809603 -0.017535674
## demo$career6 -0.01724473 -0.034023365  0.0096926860 -0.037082017 -0.037688329
## demo$career7  0.05811112  0.097890666 -0.0002752772  0.099919709  0.104154825
## demo$career8 -0.01279445  0.017113091 -0.0390008251  0.019772542  0.024663572
##                        66          67           68          69          70
## (Intercept)   0.115894316  0.08003920  0.075098589  0.08651902  0.08651902
## demo$career1 -0.012924416 -0.01617970 -0.018324140 -0.02477428 -0.02477428
## demo$career2  0.017607208 -0.00592392  0.008151112 -0.03941154 -0.03941154
## demo$career3  0.013785475  0.01195421  0.015545388  0.01354367  0.01354367
## demo$career4 -0.009328206 -0.01053588 -0.010704602 -0.02102286 -0.02102286
## demo$career5 -0.006383088 -0.01451275 -0.010741505 -0.02466508 -0.02466508
## demo$career6 -0.003865624 -0.01724473 -0.009474587 -0.03076292 -0.03076292
## demo$career7  0.035549435  0.05811112  0.054990250  0.09371538  0.09371538
## demo$career8 -0.009771283 -0.01279445 -0.019122652  0.01233898  0.01233898
##                       71            72          73           74            75
## (Intercept)   0.08003920  0.0768655450  0.08651902  0.075098589  0.1480656959
## demo$career1 -0.01617970 -0.0150047492 -0.02477428 -0.018324140 -0.0162986616
## demo$career2 -0.00592392  0.0268893395 -0.03941154  0.008151112 -0.0726674896
## demo$career3  0.01195421  0.0122637422  0.01354367  0.015545388  0.0005945031
## demo$career4 -0.01053588 -0.0049568356 -0.02102286 -0.010704602 -0.0172485788
## demo$career5 -0.01451275  0.0009370174 -0.02466508 -0.010741505 -0.0174813010
## demo$career6 -0.01724473 -0.0012963375 -0.03076292 -0.009474587 -0.0358340683
## demo$career7  0.05811112  0.0296591218  0.09371538  0.054990250  0.1050642660
## demo$career8 -0.01279445 -0.0285926191  0.01233898 -0.019122652  0.0262492389
##                        76          77          78           79          80
## (Intercept)   0.082056240  0.08651902  0.08651902  0.118464905  0.08651902
## demo$career1 -0.027053904 -0.02477428 -0.02477428 -0.020640423 -0.02477428
## demo$career2 -0.026695969 -0.03941154 -0.03941154 -0.050590079 -0.03941154
## demo$career3  0.017065093  0.01354367  0.01354367  0.001777446  0.01354367
## demo$career4 -0.021443795 -0.02102286 -0.02102286 -0.020342051 -0.02102286
## demo$career5 -0.021332581 -0.02466508 -0.02466508 -0.020809603 -0.02466508
## demo$career6 -0.023663775 -0.03076292 -0.03076292 -0.037082017 -0.03076292
## demo$career7  0.091602393  0.09371538  0.09371538  0.099919709  0.09371538
## demo$career8  0.006839702  0.01233898  0.01233898  0.019772542  0.01233898
##                       81          82           83            84           85
## (Intercept)   0.08651902  0.08651902  0.082056240  0.0768655450  0.104220981
## demo$career1 -0.02477428 -0.02477428 -0.027053904 -0.0150047492 -0.006157402
## demo$career2 -0.03941154 -0.03941154 -0.026695969  0.0268893395  0.025335771
## demo$career3  0.01354367  0.01354367  0.017065093  0.0122637422  0.007581175
## demo$career4 -0.02102286 -0.02102286 -0.021443795 -0.0049568356 -0.004728497
## demo$career5 -0.02466508 -0.02466508 -0.021332581  0.0009370174  0.003089901
## demo$career6 -0.03076292 -0.03076292 -0.023663775 -0.0012963375 -0.002797327
## demo$career7  0.09371538  0.09371538  0.091602393  0.0296591218  0.015678982
## demo$career8  0.01233898  0.01233898  0.006839702 -0.0285926191 -0.025006435
##                        86          87            88           89            90
## (Intercept)   0.082056240  0.10137740  0.0768655450  0.075098589  0.1061466134
## demo$career1 -0.027053904 -0.02120057 -0.0150047492 -0.018324140 -0.0005914097
## demo$career2 -0.026695969 -0.05594347  0.0268893395  0.008151112  0.0416839936
## demo$career3  0.017065093  0.01307415  0.0122637422  0.015545388  0.0045055695
## demo$career4 -0.021443795 -0.01840005 -0.0049568356 -0.010704602  0.0013687194
## demo$career5 -0.021332581 -0.02122818  0.0009370174 -0.010741505  0.0186543980
## demo$career6 -0.023663775 -0.03156487 -0.0012963375 -0.009474587  0.0089297437
## demo$career7  0.091602393  0.09838838  0.0296591218  0.054990250 -0.0038142588
## demo$career8  0.006839702  0.01761080 -0.0285926191 -0.019122652 -0.0571594684
##                        91           92           93           94            95
## (Intercept)   0.097885762  0.124620600  0.082056240  0.133652248  0.0768655450
## demo$career1 -0.023879335  0.004472726 -0.027053904  0.002748917 -0.0150047492
## demo$career2 -0.034883468  0.051098142 -0.026695969  0.034283108  0.0268893395
## demo$career3  0.007732478  0.002906273  0.017065093  0.002458830  0.0122637422
## demo$career4 -0.020267901  0.003051631 -0.021443795  0.003410314 -0.0049568356
## demo$career5 -0.019006185  0.023460317 -0.021332581  0.014411808  0.0009370174
## demo$career6 -0.027163388  0.013324631 -0.023663775  0.002411180 -0.0012963375
## demo$career7  0.095954080 -0.024300275  0.091602393 -0.031030655  0.0296591218
## demo$career8  0.011841804 -0.051837652  0.006839702 -0.021413035 -0.0285926191
##                         96          97           98            99          100
## (Intercept)   0.0768655450  0.08651902  0.075098589  0.0768655450  0.148102941
## demo$career1 -0.0150047492 -0.02477428 -0.018324140 -0.0150047492  0.006908400
## demo$career2  0.0268893395 -0.03941154  0.008151112  0.0268893395  0.056900216
## demo$career3  0.0122637422  0.01354367  0.015545388  0.0122637422 -0.002892181
## demo$career4 -0.0049568356 -0.02102286 -0.010704602 -0.0049568356  0.008001092
## demo$career5  0.0009370174 -0.02466508 -0.010741505  0.0009370174  0.027615370
## demo$career6 -0.0012963375 -0.03076292 -0.009474587 -0.0012963375  0.016419010
## demo$career7  0.0296591218  0.09371538  0.054990250  0.0296591218 -0.041842507
## demo$career8 -0.0285926191  0.01233898 -0.019122652 -0.0285926191 -0.045300182
##                        101         102          103           104          105
## (Intercept)   0.1480656959  0.08651902  0.091635144  0.0890649490  0.083311132
## demo$career1 -0.0162986616 -0.02477428 -0.014114186 -0.0070664355 -0.018515446
## demo$career2 -0.0726674896 -0.03941154  0.016168324  0.0363337981 -0.005532850
## demo$career3  0.0005945031  0.01354367  0.014421719  0.0053684208  0.011712585
## demo$career4 -0.0172485788 -0.02102286 -0.009455061 -0.0001080081 -0.009673279
## demo$career5 -0.0174813010 -0.02466508 -0.007036481  0.0112797817 -0.008648580
## demo$career6 -0.0358340683 -0.03076292 -0.005857203  0.0018821187 -0.015757277
## demo$career7  0.1050642660  0.09371538  0.037487685  0.0076237334  0.054839189
## demo$career8  0.0262492389  0.01233898 -0.013409933 -0.0405929310 -0.012278506
##                       106          107          108         109           110
## (Intercept)   0.084033787  0.076617470  0.112504644  0.08540691  0.0870269214
## demo$career1 -0.024128273 -0.023808316 -0.020321116 -0.01959865 -0.0106820521
## demo$career2 -0.009599987 -0.009343176 -0.051497709 -0.02335451  0.0169303923
## demo$career3  0.014020233  0.018406247  0.007389087  0.01075146  0.0089277626
## demo$career4 -0.016240029 -0.015308359 -0.017656771 -0.01678221 -0.0061278237
## demo$career5 -0.010491523 -0.015985807 -0.015682403 -0.01989389 -0.0009622093
## demo$career6 -0.016210276 -0.015775569 -0.028039686 -0.02509807 -0.0065767615
## demo$career7  0.068402248  0.075818565  0.100550175  0.07431444  0.0341593995
## demo$career8 -0.001637525 -0.009553098  0.017121861  0.00366130 -0.0306190749
##                        111          112           113         114          115
## (Intercept)   0.0768655450  0.083311132  0.0768655450  0.08651902  0.093275476
## demo$career1 -0.0150047492 -0.018515446 -0.0150047492 -0.02477428 -0.008912180
## demo$career2  0.0268893395 -0.005532850  0.0268893395 -0.03941154  0.031910041
## demo$career3  0.0122637422  0.011712585  0.0122637422  0.01354367  0.011622402
## demo$career4 -0.0049568356 -0.009673279 -0.0049568356 -0.02102286 -0.003649535
## demo$career5  0.0009370174 -0.008648580  0.0009370174 -0.02466508  0.007849699
## demo$career6 -0.0012963375 -0.015757277 -0.0012963375 -0.03076292  0.005498853
## demo$career7  0.0296591218  0.054839189  0.0296591218  0.09371538  0.019071722
## demo$career8 -0.0285926191 -0.012278506 -0.0285926191  0.01233898 -0.044459997
##                        116          117         118          119         120
## (Intercept)   0.0768655450  0.082056240  0.08135591  0.082056240  0.08003920
## demo$career1 -0.0150047492 -0.027053904 -0.02156859 -0.027053904 -0.01617970
## demo$career2  0.0268893395 -0.026695969 -0.02272232 -0.026695969 -0.00592392
## demo$career3  0.0122637422  0.017065093  0.01480246  0.017065093  0.01195421
## demo$career4 -0.0049568356 -0.021443795 -0.01502650 -0.021443795 -0.01053588
## demo$career5  0.0009370174 -0.021332581 -0.01953379 -0.021332581 -0.01451275
## demo$career6 -0.0012963375 -0.023663775 -0.02322099 -0.023663775 -0.01724473
## demo$career7  0.0296591218  0.091602393  0.07836544  0.091602393  0.05811112
## demo$career8 -0.0285926191  0.006839702 -0.00357108  0.006839702 -0.01279445
##                      121           122         123           124          125
## (Intercept)   0.08651902  0.0768655450  0.08651902  0.0768655450  0.080761854
## demo$career1 -0.02477428 -0.0150047492 -0.02477428 -0.0150047492 -0.021792531
## demo$career2 -0.03941154  0.0268893395 -0.03941154  0.0268893395 -0.009991057
## demo$career3  0.01354367  0.0122637422  0.01354367  0.0122637422  0.014261863
## demo$career4 -0.02102286 -0.0049568356 -0.02102286 -0.0049568356 -0.017102629
## demo$career5 -0.02466508  0.0009370174 -0.02466508  0.0009370174 -0.016355689
## demo$career6 -0.03076292 -0.0012963375 -0.03076292 -0.0012963375 -0.017697731
## demo$career7  0.09371538  0.0296591218  0.09371538  0.0296591218  0.071674181
## demo$career8  0.01233898 -0.0285926191  0.01233898 -0.0285926191 -0.002153471
##                       126          127          128           129           130
## (Intercept)   0.118042176  0.118464905  0.093275476  0.1293471210  0.0768655450
## demo$career1 -0.007512898 -0.020640423 -0.008912180  0.0009627658 -0.0150047492
## demo$career2  0.029563510 -0.050590079  0.031910041  0.0507672255  0.0268893395
## demo$career3  0.010981740  0.001777446  0.011622402  0.0060296798  0.0122637422
## demo$career4 -0.002689382 -0.020342051 -0.003649535  0.0036319141 -0.0049568356
## demo$career5  0.009860824 -0.020809603  0.007849699  0.0194144004  0.0009370174
## demo$career6  0.007928308 -0.037082017  0.005498853  0.0115392860 -0.0012963375
## demo$career7  0.008326460  0.099919709  0.019071722 -0.0369354143  0.0296591218
## demo$career8 -0.041402378  0.019772542 -0.044459997 -0.0285075452 -0.0285926191
##                       131           132          133           134         135
## (Intercept)   0.269265599  0.0768655450  0.103155237  0.0768655450  0.08651902
## demo$career1  0.015868761 -0.0150047492 -0.018576725 -0.0150047492 -0.02477428
## demo$career2  0.064056718  0.0268893395 -0.027509819  0.0268893395 -0.03941154
## demo$career3 -0.006541274  0.0122637422  0.007850758  0.0122637422  0.01354367
## demo$career4  0.013589092 -0.0049568356 -0.017371040 -0.0049568356 -0.02102286
## demo$career5  0.037127461  0.0009370174 -0.018453030  0.0009370174 -0.02466508
## demo$career6  0.030574929 -0.0012963375 -0.028510618 -0.0012963375 -0.03076292
## demo$career7 -0.096587142  0.0296591218  0.077079163  0.0296591218  0.09371538
## demo$career8 -0.027409179 -0.0285926191  0.006737019 -0.0285926191  0.01233898
##                       136         137          138         139         140
## (Intercept)   0.076617470  0.08651902  0.082056240  0.09737763  0.08651902
## demo$career1 -0.023808316 -0.02477428 -0.027053904 -0.02337121 -0.02477428
## demo$career2 -0.009343176 -0.03941154 -0.026695969 -0.04385990 -0.03941154
## demo$career3  0.018406247  0.01354367  0.017065093  0.01652691  0.01354367
## demo$career4 -0.015308359 -0.02102286 -0.021443795 -0.01876893 -0.02102286
## demo$career5 -0.015985807 -0.02466508 -0.021332581 -0.01791935 -0.02466508
## demo$career6 -0.015775569 -0.03076292 -0.023663775 -0.02465526 -0.03076292
## demo$career7  0.075818565  0.09371538  0.091602393  0.09646221  0.09371538
## demo$career8 -0.009553098  0.01233898  0.006839702  0.01234993  0.01233898
##                       141          142         143         144          145
## (Intercept)   0.118042176  0.082056240  0.08651902  0.08003920  0.091635144
## demo$career1 -0.007512898 -0.027053904 -0.02477428 -0.01617970 -0.014114186
## demo$career2  0.029563510 -0.026695969 -0.03941154 -0.00592392  0.016168324
## demo$career3  0.010981740  0.017065093  0.01354367  0.01195421  0.014421719
## demo$career4 -0.002689382 -0.021443795 -0.02102286 -0.01053588 -0.009455061
## demo$career5  0.009860824 -0.021332581 -0.02466508 -0.01451275 -0.007036481
## demo$career6  0.007928308 -0.023663775 -0.03076292 -0.01724473 -0.005857203
## demo$career7  0.008326460  0.091602393  0.09371538  0.05811112  0.037487685
## demo$career8 -0.041402378  0.006839702  0.01233898 -0.01279445 -0.013409933
##                       146          147         148          149           150
## (Intercept)   0.096346691  0.076617470  0.08651902  0.075098589  0.0890649490
## demo$career1 -0.012034891 -0.023808316 -0.02477428 -0.018324140 -0.0070664355
## demo$career2  0.001596749 -0.009343176 -0.03941154  0.008151112  0.0363337981
## demo$career3  0.010805520  0.018406247  0.01354367  0.015545388  0.0053684208
## demo$career4 -0.009316136 -0.015308359 -0.02102286 -0.010704602 -0.0001080081
## demo$career5 -0.010994151 -0.015985807 -0.02466508 -0.010741505  0.0112797817
## demo$career6 -0.013903001 -0.015775569 -0.03076292 -0.009474587  0.0018821187
## demo$career7  0.041106789  0.075818565  0.09371538  0.054990250  0.0076237334
## demo$career8 -0.007104020 -0.009553098  0.01233898 -0.019122652 -0.0405929310
##                      151         152          153          154          155
## (Intercept)   0.08540691  0.08651902  0.097604059  0.115070229  0.082056240
## demo$career1 -0.01959865 -0.02477428 -0.021716190 -0.005902021 -0.027053904
## demo$career2 -0.02335451 -0.03941154 -0.023170258  0.036808961 -0.026695969
## demo$career3  0.01075146  0.01354367  0.016644606  0.013953687  0.017065093
## demo$career4 -0.01678221 -0.02102286 -0.020643135 -0.001693821 -0.021443795
## demo$career5 -0.01989389 -0.02466508 -0.015470498  0.011198785 -0.021332581
## demo$career6 -0.02509807 -0.03076292 -0.017867867  0.010900256 -0.023663775
## demo$career7  0.07431444  0.09371538  0.083246419 -0.004334513  0.091602393
## demo$career8  0.00366130  0.01233898 -0.007156465 -0.038430431  0.006839702
##                      156         157          158           159           160
## (Intercept)   0.08651902  0.08651902  0.081944284  0.1291329037  0.1113924037
## demo$career1 -0.02477428 -0.02477428 -0.012907678 -0.0001345449 -0.0004755538
## demo$career2 -0.03941154 -0.03941154  0.012054383  0.0509814428  0.0294392835
## demo$career3  0.01354367  0.01354367  0.008699693 -0.0017180756  0.0004097519
## demo$career4 -0.02102286 -0.02102286 -0.004933863  0.0062505396  0.0013341709
## demo$career5 -0.02466508 -0.02466508 -0.003225877  0.0196023129  0.0109897983
## demo$career6 -0.03076292 -0.03076292 -0.009454850  0.0088123268 -0.0027743214
## demo$career7  0.09371538  0.09371538  0.033492540 -0.0288125790 -0.0069364564
## demo$career8  0.01233898  0.01233898 -0.021903306 -0.0282933279 -0.0279043536
##                       161           162         163           164         165
## (Intercept)   0.076617470  0.0768655450  0.08135591  1.047197e-01  0.08651902
## demo$career1 -0.023808316 -0.0150047492 -0.02156859 -1.061031e-02 -0.02477428
## demo$career2 -0.009343176  0.0268893395 -0.02272232  3.083791e-03 -0.03941154
## demo$career3  0.018406247  0.0122637422  0.01480246  1.143202e-02  0.01354367
## demo$career4 -0.015308359 -0.0049568356 -0.01502650 -9.850472e-03 -0.02102286
## demo$career5 -0.015985807  0.0009370174 -0.01953379 -4.638074e-05 -0.02466508
## demo$career6 -0.015775569 -0.0012963375 -0.02322099 -6.763263e-03 -0.03076292
## demo$career7  0.075818565  0.0296591218  0.07836544  4.636910e-02  0.09371538
## demo$career8 -0.009553098 -0.0285926191 -0.00357108 -3.588252e-02  0.01233898
##                       166         167           168          169          170
## (Intercept)   0.082056240  0.08003920  0.0768655450  0.097604059  0.097604059
## demo$career1 -0.027053904 -0.01617970 -0.0150047492 -0.021716190 -0.021716190
## demo$career2 -0.026695969 -0.00592392  0.0268893395 -0.023170258 -0.023170258
## demo$career3  0.017065093  0.01195421  0.0122637422  0.016644606  0.016644606
## demo$career4 -0.021443795 -0.01053588 -0.0049568356 -0.020643135 -0.020643135
## demo$career5 -0.021332581 -0.01451275  0.0009370174 -0.015470498 -0.015470498
## demo$career6 -0.023663775 -0.01724473 -0.0012963375 -0.017867867 -0.017867867
## demo$career7  0.091602393  0.05811112  0.0296591218  0.083246419  0.083246419
## demo$career8  0.006839702 -0.01279445 -0.0285926191 -0.007156465 -0.007156465
##                      171         172          173          174          175
## (Intercept)   0.08651902  0.09737763  0.082056240  0.078448444  0.091126716
## demo$career1 -0.02477428 -0.02337121 -0.027053904 -0.020717923 -0.012478225
## demo$career2 -0.03941154 -0.04385990 -0.026695969  0.008553602  0.012628168
## demo$career3  0.01354367  0.01652691  0.017065093  0.015296308  0.015024978
## demo$career4 -0.02102286 -0.01876893 -0.021443795 -0.009822631 -0.009581720
## demo$career5 -0.02466508 -0.01791935 -0.021332581 -0.004735001 -0.004303097
## demo$career6 -0.03076292 -0.02465526 -0.023663775 -0.007949094 -0.003048351
## demo$career7  0.09371538  0.09646221  0.091602393  0.051640395  0.045300409
## demo$career8  0.01233898  0.01234993  0.006839702 -0.018596538 -0.034392734
##                       176          177          178          179          180
## (Intercept)   0.076617470  0.090458505  0.080761854  0.148325918  0.082056240
## demo$career1 -0.023808316 -0.013136835 -0.021792531  0.008036962 -0.027053904
## demo$career2 -0.009343176  0.017344962 -0.009991057  0.056677238 -0.026695969
## demo$career3  0.018406247  0.008670782  0.014261863  0.005091912  0.017065093
## demo$career4 -0.015308359 -0.005225588 -0.017102629  0.005300797 -0.021443795
## demo$career5 -0.015985807  0.005193734 -0.016355689  0.027420394 -0.021332581
## demo$career6 -0.015775569 -0.005011249 -0.017697731  0.019226335 -0.023663775
## demo$career7  0.075818565  0.030727816  0.071674181 -0.050198284  0.091602393
## demo$career8 -0.009553098 -0.030082405 -0.002153471 -0.045523160  0.006839702
##                        181          182          183         184         185
## (Intercept)   0.0768655450  0.148325918  0.091126716  0.08135591  0.08651902
## demo$career1 -0.0150047492  0.008036962 -0.012478225 -0.02156859 -0.02477428
## demo$career2  0.0268893395  0.056677238  0.012628168 -0.02272232 -0.03941154
## demo$career3  0.0122637422  0.005091912  0.015024978  0.01480246  0.01354367
## demo$career4 -0.0049568356  0.005300797 -0.009581720 -0.01502650 -0.02102286
## demo$career5  0.0009370174  0.027420394 -0.004303097 -0.01953379 -0.02466508
## demo$career6 -0.0012963375  0.019226335 -0.003048351 -0.02322099 -0.03076292
## demo$career7  0.0296591218 -0.050198284  0.045300409  0.07836544  0.09371538
## demo$career8 -0.0285926191 -0.045523160 -0.034392734 -0.00357108  0.01233898
##                      186          187          188          189         190
## (Intercept)   0.08651902  0.075098589  0.131998816  0.094558300  0.08651902
## demo$career1 -0.02477428 -0.018324140 -0.017261995 -0.014933008 -0.02477428
## demo$career2 -0.03941154  0.008151112 -0.066193986  0.013042738 -0.03941154
## demo$career3  0.01354367  0.015545388  0.001546305  0.014767997  0.01354367
## demo$career4 -0.02102286 -0.010704602 -0.017810221 -0.008679484 -0.02102286
## demo$career5 -0.02466508 -0.010741505 -0.017535674  0.001852846 -0.02466508
## demo$career6 -0.03076292 -0.009474587 -0.037688329 -0.001482839 -0.03076292
## demo$career7  0.09371538  0.054990250  0.104154825  0.041868825  0.09371538
## demo$career8  0.01233898 -0.019122652  0.024663572 -0.033856064  0.01233898
##                       191          192          193         194          195
## (Intercept)   0.076617470  0.155555364  0.093797781  0.08003920  0.075098589
## demo$career1 -0.023808316  0.003411253 -0.010591027 -0.01617970 -0.018324140
## demo$career2 -0.009343176  0.044922906  0.035545739 -0.00592392  0.008151112
## demo$career3  0.018406247 -0.002137533  0.010999997  0.01195421  0.015545388
## demo$career4 -0.015308359  0.007424001 -0.003525649 -0.01053588 -0.010704602
## demo$career5 -0.015985807  0.025089076  0.005041048 -0.01451275 -0.010741505
## demo$career6 -0.015775569  0.014526433  0.002622746 -0.01724473 -0.009474587
## demo$career7  0.075818565 -0.032758770  0.011054166  0.05811112  0.054990250
## demo$career8 -0.009553098 -0.047850644 -0.022921780 -0.01279445 -0.019122652
##                        196          197           198          199          200
## (Intercept)   0.0768655450  0.084033787  0.0768655450  0.118681758  0.093797781
## demo$career1 -0.0150047492 -0.024128273 -0.0150047492 -0.009266918 -0.010591027
## demo$career2  0.0268893395 -0.009599987  0.0268893395  0.037470936  0.035545739
## demo$career3  0.0122637422  0.014020233  0.0122637422  0.010236337  0.010999997
## demo$career4 -0.0049568356 -0.016240029 -0.0049568356 -0.003238915 -0.003525649
## demo$career5  0.0009370174 -0.010491523  0.0009370174  0.006028253  0.005041048
## demo$career6 -0.0012963375 -0.016210276 -0.0012963375  0.004879063  0.002622746
## demo$career7  0.0296591218  0.068402248  0.0296591218  0.008393827  0.011054166
## demo$career8 -0.0285926191 -0.001637525 -0.0285926191 -0.019381142 -0.022921780
##                       201          202           203           204          205
## (Intercept)   0.082056240  0.082056240  0.0768655450  0.1480656959  0.118166704
## demo$career1 -0.027053904 -0.027053904 -0.0150047492 -0.0162986616 -0.015635013
## demo$career2 -0.026695969 -0.026695969  0.0268893395 -0.0726674896 -0.035477995
## demo$career3  0.017065093  0.017065093  0.0122637422  0.0005945031 -0.001109853
## demo$career4 -0.021443795 -0.021443795 -0.0049568356 -0.0172485788 -0.016296852
## demo$career5 -0.021332581 -0.021332581  0.0009370174 -0.0174813010 -0.016208249
## demo$career6 -0.023663775 -0.023663775 -0.0012963375 -0.0358340683 -0.031814844
## demo$career7  0.091602393  0.091602393  0.0296591218  0.1050642660  0.081599078
## demo$career8  0.006839702  0.006839702 -0.0285926191  0.0262492389  0.011617406
##                        206          207         208         209          210
## (Intercept)   0.0768655450  0.082056240  0.08651902  0.08651902  0.093275476
## demo$career1 -0.0150047492 -0.027053904 -0.02477428 -0.02477428 -0.008912180
## demo$career2  0.0268893395 -0.026695969 -0.03941154 -0.03941154  0.031910041
## demo$career3  0.0122637422  0.017065093  0.01354367  0.01354367  0.011622402
## demo$career4 -0.0049568356 -0.021443795 -0.02102286 -0.02102286 -0.003649535
## demo$career5  0.0009370174 -0.021332581 -0.02466508 -0.02466508  0.007849699
## demo$career6 -0.0012963375 -0.023663775 -0.03076292 -0.03076292  0.005498853
## demo$career7  0.0296591218  0.091602393  0.09371538  0.09371538  0.019071722
## demo$career8 -0.0285926191  0.006839702  0.01233898  0.01233898 -0.044459997
##                       211          212          213           214          215
## (Intercept)   0.080761854  0.082056240  0.093275476  0.0768655450  0.082056240
## demo$career1 -0.021792531 -0.027053904 -0.008912180 -0.0150047492 -0.027053904
## demo$career2 -0.009991057 -0.026695969  0.031910041  0.0268893395 -0.026695969
## demo$career3  0.014261863  0.017065093  0.011622402  0.0122637422  0.017065093
## demo$career4 -0.017102629 -0.021443795 -0.003649535 -0.0049568356 -0.021443795
## demo$career5 -0.016355689 -0.021332581  0.007849699  0.0009370174 -0.021332581
## demo$career6 -0.017697731 -0.023663775  0.005498853 -0.0012963375 -0.023663775
## demo$career7  0.071674181  0.091602393  0.019071722  0.0296591218  0.091602393
## demo$career8 -0.002153471  0.006839702 -0.044459997 -0.0285926191  0.006839702
##                       216          217          218          219         220
## (Intercept)   0.083311132  0.155555364  0.111490470  0.131998816  0.08651902
## demo$career1 -0.018515446  0.003411253 -0.011357499 -0.017261995 -0.02477428
## demo$career2 -0.005532850  0.044922906  0.022011055 -0.066193986 -0.03941154
## demo$career3  0.011712585 -0.002137533  0.003563718  0.001546305  0.01354367
## demo$career4 -0.009673279  0.007424001 -0.000897423 -0.017810221 -0.02102286
## demo$career5 -0.008648580  0.025089076  0.008563448 -0.017535674 -0.02466508
## demo$career6 -0.015757277  0.014526433 -0.002587937 -0.037688329 -0.03076292
## demo$career7  0.054839189 -0.032758770  0.015904743  0.104154825  0.09371538
## demo$career8 -0.012278506 -0.047850644 -0.023706379  0.024663572  0.01233898
##                        221          222          223          224          225
## (Intercept)   0.1529674045  0.091856676  0.078448444  0.082056240  0.108801301
## demo$career1  0.0032952256 -0.008690487 -0.020717923 -0.027053904 -0.004245513
## demo$career2  0.0565606389  0.002334419  0.008553602 -0.026695969  0.010210256
## demo$career3  0.0003315908  0.005442623  0.015296308  0.017065093  0.004080958
## demo$career4  0.0085905839 -0.006074633 -0.009822631 -0.021443795 -0.004712950
## demo$career5  0.0234481067 -0.005075879 -0.004735001 -0.021332581 -0.001232753
## demo$career6  0.0145848494 -0.014602637 -0.007949094 -0.023663775 -0.011116323
## demo$career7 -0.0548397696  0.037874796  0.051640395  0.091602393  0.019945588
## demo$career8 -0.0212975435 -0.023874689 -0.018596538  0.006839702 -0.018274503
##                       226          227           228          229           230
## (Intercept)   0.078448444  0.082056240  0.0890649490  0.106683580  0.0768655450
## demo$career1 -0.020717923 -0.027053904 -0.0070664355 -0.002315436 -0.0150047492
## demo$career2  0.008553602 -0.026695969  0.0363337981  0.045420531  0.0268893395
## demo$career3  0.015296308  0.017065093  0.0053684208  0.003862782  0.0122637422
## demo$career4 -0.009822631 -0.021443795 -0.0001080081  0.001489333 -0.0049568356
## demo$career5 -0.004735001 -0.021332581  0.0112797817  0.015766193  0.0009370174
## demo$career6 -0.007949094 -0.023663775  0.0018821187  0.005983114 -0.0012963375
## demo$career7  0.051640395  0.091602393  0.0076237334 -0.012047638  0.0296591218
## demo$career8 -0.018596538  0.006839702 -0.0405929310 -0.035035617 -0.0285926191
##                      231           232         233           234         235
## (Intercept)   0.08651902  0.1334461679  0.08003920  0.1061466134  0.08651902
## demo$career1 -0.02477428  0.0016811741 -0.01617970 -0.0005914097 -0.02477428
## demo$career2 -0.03941154  0.0344891882 -0.00592392  0.0416839936 -0.03941154
## demo$career3  0.01354367 -0.0050661820  0.01195421  0.0045055695  0.01354367
## demo$career4 -0.02102286  0.0059520758 -0.01053588  0.0013687194 -0.02102286
## demo$career5 -0.02466508  0.0145931311 -0.01451275  0.0186543980 -0.02466508
## demo$career6 -0.03076292 -0.0002398823 -0.01724473  0.0089297437 -0.03076292
## demo$career7  0.09371538 -0.0231281629  0.05811112 -0.0038142588  0.09371538
## demo$career8  0.01233898 -0.0212069550 -0.01279445 -0.0571594684  0.01233898
##                       236          237         238          239          240
## (Intercept)   0.148325918  0.131998816  0.08003920  0.104220981  0.106683580
## demo$career1  0.008036962 -0.017261995 -0.01617970 -0.006157402 -0.002315436
## demo$career2  0.056677238 -0.066193986 -0.00592392  0.025335771  0.045420531
## demo$career3  0.005091912  0.001546305  0.01195421  0.007581175  0.003862782
## demo$career4  0.005300797 -0.017810221 -0.01053588 -0.004728497  0.001489333
## demo$career5  0.027420394 -0.017535674 -0.01451275  0.003089901  0.015766193
## demo$career6  0.019226335 -0.037688329 -0.01724473 -0.002797327  0.005983114
## demo$career7 -0.050198284  0.104154825  0.05811112  0.015678982 -0.012047638
## demo$career8 -0.045523160  0.024663572 -0.01279445 -0.025006435 -0.035035617
##                        241           242           243          244
## (Intercept)   0.0768655450  0.0768655450  0.1480656959  0.076617470
## demo$career1 -0.0150047492 -0.0150047492 -0.0162986616 -0.023808316
## demo$career2  0.0268893395  0.0268893395 -0.0726674896 -0.009343176
## demo$career3  0.0122637422  0.0122637422  0.0005945031  0.018406247
## demo$career4 -0.0049568356 -0.0049568356 -0.0172485788 -0.015308359
## demo$career5  0.0009370174  0.0009370174 -0.0174813010 -0.015985807
## demo$career6 -0.0012963375 -0.0012963375 -0.0358340683 -0.015775569
## demo$career7  0.0296591218  0.0296591218  0.1050642660  0.075818565
## demo$career8 -0.0285926191 -0.0285926191  0.0262492389 -0.009553098
##                       245          246          247         248          249
## (Intercept)   0.152464110  0.075098589  0.084033787  0.10137740  0.082056240
## demo$career1 -0.002607277 -0.018324140 -0.024128273 -0.02120057 -0.027053904
## demo$career2  0.032045841  0.008151112 -0.009599987 -0.05594347 -0.026695969
## demo$career3  0.001236730  0.015545388  0.014020233  0.01307415  0.017065093
## demo$career4  0.000114282 -0.010704602 -0.016240029 -0.01840005 -0.021443795
## demo$career5  0.007520148 -0.010741505 -0.010491523 -0.02122818 -0.021332581
## demo$career6  0.001947361 -0.009474587 -0.016210276 -0.03156487 -0.023663775
## demo$career7 -0.002870611  0.054990250  0.068402248  0.09838838  0.091602393
## demo$career8 -0.014407372 -0.019122652 -0.001637525  0.01761080  0.006839702
##                      250          251         252          253           254
## (Intercept)   0.08651902  0.132812272  0.08651902  0.082690626  0.1480656959
## demo$career1 -0.02477428 -0.017252406 -0.02477428 -0.018654106 -0.0162986616
## demo$career2 -0.03941154 -0.069856446 -0.03941154  0.007889238 -0.0726674896
## demo$career3  0.01354367  0.003155397  0.01354367  0.011054126  0.0005945031
## demo$career4 -0.02102286 -0.016755466 -0.02102286 -0.011657193 -0.0172485788
## demo$career5 -0.02466508 -0.018883319 -0.02466508 -0.005115197 -0.0174813010
## demo$career6 -0.03076292 -0.032911290 -0.03076292 -0.009918549 -0.0358340683
## demo$career7  0.09371538  0.103341368  0.09371538  0.047398213  0.1050642660
## demo$career8  0.01233898  0.023850115  0.01233898 -0.011021741  0.0262492389
##                       255         256         257           258           259
## (Intercept)   0.091635144  0.30717430  0.08651902  0.0940317024  0.0768655450
## demo$career1 -0.014114186  0.01565072 -0.02477428 -0.0051360764 -0.0150047492
## demo$career2  0.016168324  0.06411649 -0.03941154  0.0209312722  0.0268893395
## demo$career3  0.014421719 -0.00487077  0.01354367  0.0019229816  0.0122637422
## demo$career4 -0.009455061  0.01506154 -0.02102286 -0.0002147252 -0.0049568356
## demo$career5 -0.007036481  0.03678501 -0.02466508  0.0067407452  0.0009370174
## demo$career6 -0.005857203  0.03159159 -0.03076292 -0.0065554579 -0.0012963375
## demo$career7  0.037487685 -0.10518410  0.09371538  0.0121170245  0.0296591218
## demo$career8 -0.013409933 -0.02487916  0.01233898 -0.0334571892 -0.0285926191
##                      260         261           262          263          264
## (Intercept)   0.08651902  0.08135591  0.0890649490  0.106683580  0.120831902
## demo$career1 -0.02477428 -0.02156859 -0.0070664355 -0.002315436 -0.020748280
## demo$career2 -0.03941154 -0.02272232  0.0363337981  0.045420531 -0.026499694
## demo$career3  0.01354367  0.01480246  0.0053684208  0.003862782  0.016232437
## demo$career4 -0.02102286 -0.01502650 -0.0001080081  0.001489333 -0.020171950
## demo$career5 -0.02466508 -0.01953379  0.0112797817  0.015766193 -0.014175559
## demo$career6 -0.03076292 -0.02322099  0.0018821187  0.005983114 -0.016145638
## demo$career7  0.09371538  0.07836544  0.0076237334 -0.012047638  0.074861849
## demo$career8  0.01233898 -0.00357108 -0.0405929310 -0.035035617 -0.003560752
##                       265         266          267         268          269
## (Intercept)   0.120831902  0.08651902  0.076617470  0.08651902  0.097093033
## demo$career1 -0.020748280 -0.02477428 -0.023808316 -0.02477428 -0.017781319
## demo$career2 -0.026499694 -0.03941154 -0.009343176 -0.03941154 -0.002568396
## demo$career3  0.016232437  0.01354367  0.018406247  0.01354367  0.013159953
## demo$career4 -0.020171950 -0.02102286 -0.015308359 -0.02102286 -0.016039466
## demo$career5 -0.014175559 -0.02466508 -0.015985807 -0.02466508 -0.012883471
## demo$career6 -0.016145638 -0.03076292 -0.015775569 -0.03076292 -0.014366699
## demo$career7  0.074861849  0.09371538  0.075818565  0.09371538  0.055012462
## demo$career8 -0.003560752  0.01233898 -0.009553098  0.01233898  0.003777545
##                       270          271           272           273
## (Intercept)   0.078448444  0.076617470  0.1291329037  0.1351630557
## demo$career1 -0.020717923 -0.023808316 -0.0001345449 -0.0196031894
## demo$career2  0.008553602 -0.009343176  0.0509814428 -0.0575217179
## demo$career3  0.015296308  0.018406247 -0.0017180756  0.0008046131
## demo$career4 -0.009822631 -0.015308359  0.0062505396 -0.0197310517
## demo$career5 -0.004735001 -0.015985807  0.0196023129 -0.0207099931
## demo$career6 -0.007949094 -0.015775569  0.0088123268 -0.0352257885
## demo$career7  0.051640395  0.075818565 -0.0288125790  0.1009905847
## demo$career8 -0.018596538 -0.009553098 -0.0282933279  0.0214993318
##                        274           275         276          277           278
## (Intercept)   0.0768655450  0.1061466134  0.11929374  0.118681758  0.1061466134
## demo$career1 -0.0150047492 -0.0005914097 -0.02063069 -0.009266918 -0.0005914097
## demo$career2  0.0268893395  0.0416839936 -0.05432168  0.037470936  0.0416839936
## demo$career3  0.0122637422  0.0045055695  0.00341595  0.010236337  0.0045055695
## demo$career4 -0.0049568356  0.0013687194 -0.01926650 -0.003238915  0.0013687194
## demo$career5  0.0009370174  0.0186543980 -0.02218310  0.006028253  0.0186543980
## demo$career6 -0.0012963375  0.0089297437 -0.03221419  0.004879063  0.0089297437
## demo$career7  0.0296591218 -0.0038142588  0.09909087  0.008393827 -0.0038142588
## demo$career8 -0.0285926191 -0.0571594684  0.01894370 -0.019381142 -0.0571594684
##                        279           280         281         282           283
## (Intercept)   0.0870269214  0.0890649490  0.08651902  0.08651902  0.0768655450
## demo$career1 -0.0106820521 -0.0070664355 -0.02477428 -0.02477428 -0.0150047492
## demo$career2  0.0169303923  0.0363337981 -0.03941154 -0.03941154  0.0268893395
## demo$career3  0.0089277626  0.0053684208  0.01354367  0.01354367  0.0122637422
## demo$career4 -0.0061278237 -0.0001080081 -0.02102286 -0.02102286 -0.0049568356
## demo$career5 -0.0009622093  0.0112797817 -0.02466508 -0.02466508  0.0009370174
## demo$career6 -0.0065767615  0.0018821187 -0.03076292 -0.03076292 -0.0012963375
## demo$career7  0.0341593995  0.0076237334  0.09371538  0.09371538  0.0296591218
## demo$career8 -0.0306190749 -0.0405929310  0.01233898  0.01233898 -0.0285926191
##                       284          285          286          287         288
## (Intercept)   0.128580424  0.076617470  0.131998816  0.091635144  0.11797719
## demo$career1  0.001637143 -0.023808316 -0.017261995 -0.014114186 -0.02015271
## demo$career2  0.047138318 -0.009343176 -0.066193986  0.016168324 -0.05921247
## demo$career3 -0.001053551  0.018406247  0.001546305  0.014421719  0.01022142
## demo$career4  0.006133770 -0.015308359 -0.017810221 -0.009455061 -0.01890190
## demo$career5  0.022574739 -0.015985807 -0.017535674 -0.007036481 -0.01976633
## demo$career6  0.011832987 -0.015775569 -0.037688329 -0.005857203 -0.03467122
## demo$career7 -0.020351481  0.075818565  0.104154825  0.037487685  0.10040742
## demo$career8 -0.051035571 -0.009553098  0.024663572 -0.013409933  0.02026026
##                       289         290         291          292         293
## (Intercept)   0.116067899  0.08135591  0.08651902  0.115899501  0.08003920
## demo$career1 -0.018243416 -0.02156859 -0.02477428 -0.012163518 -0.01617970
## demo$career2 -0.063164515 -0.02272232 -0.03941154  0.017388792 -0.00592392
## demo$career3  0.004174452  0.01480246  0.01354367  0.017132423  0.01195421
## demo$career4 -0.017308099 -0.01502650 -0.02102286 -0.006908240 -0.01053588
## demo$career5 -0.018946785 -0.01953379 -0.02466508  0.004958203 -0.01451275
## demo$career6 -0.034722718 -0.02322099 -0.03076292  0.003608070 -0.01724473
## demo$career7  0.102316715  0.07836544  0.09371538  0.019658977  0.05811112
## demo$career8  0.022169548 -0.00357108  0.01233898 -0.027771949 -0.01279445
##                      294           295          296         297           298
## (Intercept)   0.08135591  0.0890649490  0.076617470  0.08651902  0.0768655450
## demo$career1 -0.02156859 -0.0070664355 -0.023808316 -0.02477428 -0.0150047492
## demo$career2 -0.02272232  0.0363337981 -0.009343176 -0.03941154  0.0268893395
## demo$career3  0.01480246  0.0053684208  0.018406247  0.01354367  0.0122637422
## demo$career4 -0.01502650 -0.0001080081 -0.015308359 -0.02102286 -0.0049568356
## demo$career5 -0.01953379  0.0112797817 -0.015985807 -0.02466508  0.0009370174
## demo$career6 -0.02322099  0.0018821187 -0.015775569 -0.03076292 -0.0012963375
## demo$career7  0.07836544  0.0076237334  0.075818565  0.09371538  0.0296591218
## demo$career8 -0.00357108 -0.0405929310 -0.009553098  0.01233898 -0.0285926191
##                      299         300          301          302           303
## (Intercept)   0.10466730  0.08651902  0.080761854  0.116067899  1.116890e-01
## demo$career1 -0.02363577 -0.02477428 -0.021792531 -0.018243416 -1.031777e-02
## demo$career2 -0.04692321 -0.03941154 -0.009991057 -0.063164515  2.181255e-02
## demo$career3  0.01229808  0.01354367  0.014261863  0.004174452  1.087844e-02
## demo$career4 -0.02039752 -0.02102286 -0.017102629 -0.017308099 -3.366713e-03
## demo$career5 -0.02452897 -0.02466508 -0.016355689 -0.018946785  8.388286e-03
## demo$career6 -0.02900861 -0.03076292 -0.017697731 -0.034722718 -8.663603e-06
## demo$career7  0.09509848  0.09371538  0.071674181  0.102316715  8.210988e-03
## demo$career8  0.01432090  0.01233898 -0.002153471  0.022169548 -2.390488e-02
##                      304          305          306           307           308
## (Intercept)   0.08651902  0.076617470  0.082056240  0.1624298177  0.2150303532
## demo$career1 -0.02477428 -0.023808316 -0.027053904 -0.0007136935 -0.0036691515
## demo$career2 -0.03941154 -0.009343176 -0.026695969  0.0468468430  0.0300856975
## demo$career3  0.01354367  0.018406247  0.017065093  0.0104349480  0.0032756659
## demo$career4 -0.02102286 -0.015308359 -0.021443795  0.0003414067  0.0001349537
## demo$career5 -0.02466508 -0.015985807 -0.021332581  0.0157349081  0.0041696716
## demo$career6 -0.03076292 -0.015775569 -0.023663775  0.0166448026  0.0011437863
## demo$career7  0.09371538  0.075818565  0.091602393 -0.0299088800 -0.0035390220
## demo$career8  0.01233898 -0.009553098  0.006839702 -0.0303553505 -0.0113283319
##                      309          310          311         312
## (Intercept)   0.08651902  0.076617470  0.101875117  0.08651902
## demo$career1 -0.02477428 -0.023808316 -0.021698284 -0.02477428
## demo$career2 -0.03941154 -0.009343176 -0.047147617 -0.03941154
## demo$career3  0.01354367  0.018406247  0.004458512  0.01354367
## demo$career4 -0.02102286 -0.015308359 -0.019869026 -0.02102286
## demo$career5 -0.02466508 -0.015985807 -0.022292787 -0.02466508
## demo$career6 -0.03076292 -0.015775569 -0.034023365 -0.03076292
## demo$career7  0.09371538  0.075818565  0.097890666  0.09371538
## demo$career8  0.01233898 -0.009553098  0.017113091  0.01233898
## 
## $f.perms
##              [,1]
##    [1,] 0.4733537
##    [2,] 0.9112666
##    [3,] 0.9627735
##    [4,] 1.1001474
##    [5,] 0.5706629
##    [6,] 0.4644097
##    [7,] 0.7625292
##    [8,] 1.1315427
##    [9,] 1.4879366
##   [10,] 1.7999434
##   [11,] 0.7692114
##   [12,] 0.2727081
##   [13,] 1.6200130
##   [14,] 0.7170116
##   [15,] 1.4825020
##   [16,] 0.6653930
##   [17,] 2.6349190
##   [18,] 0.6704753
##   [19,] 0.8934369
##   [20,] 0.8183006
##   [21,] 1.2463848
##   [22,] 1.7941787
##   [23,] 1.2365229
##   [24,] 0.5925205
##   [25,] 0.4143101
##   [26,] 1.4916633
##   [27,] 0.8115198
##   [28,] 0.6464191
##   [29,] 0.9101925
##   [30,] 0.7596231
##   [31,] 1.0853596
##   [32,] 1.7574063
##   [33,] 0.8603287
##   [34,] 0.6710152
##   [35,] 1.7538717
##   [36,] 0.4704367
##   [37,] 2.7790394
##   [38,] 0.9682115
##   [39,] 0.7819427
##   [40,] 0.6502053
##   [41,] 0.4421426
##   [42,] 0.3700471
##   [43,] 1.7145486
##   [44,] 1.0551316
##   [45,] 1.1084057
##   [46,] 1.3285942
##   [47,] 0.7921851
##   [48,] 0.5143991
##   [49,] 1.9976619
##   [50,] 0.7530999
##   [51,] 1.1338723
##   [52,] 1.5950782
##   [53,] 0.7081040
##   [54,] 2.8242538
##   [55,] 1.0861573
##   [56,] 0.7310651
##   [57,] 0.4670633
##   [58,] 0.3346660
##   [59,] 0.8389508
##   [60,] 0.9231193
##   [61,] 0.9189601
##   [62,] 0.8032140
##   [63,] 1.0993362
##   [64,] 0.9987536
##   [65,] 1.0284979
##   [66,] 0.7341106
##   [67,] 0.9577775
##   [68,] 0.8117511
##   [69,] 0.8646321
##   [70,] 1.0321400
##   [71,] 0.4066305
##   [72,] 2.8225229
##   [73,] 0.6877252
##   [74,] 1.4313279
##   [75,] 1.8225863
##   [76,] 0.8053605
##   [77,] 1.8672712
##   [78,] 1.2971720
##   [79,] 0.7859803
##   [80,] 1.8856779
##   [81,] 0.4261220
##   [82,] 0.5928905
##   [83,] 3.0092382
##   [84,] 0.6233002
##   [85,] 1.6472960
##   [86,] 0.5889276
##   [87,] 0.8934863
##   [88,] 0.6562236
##   [89,] 0.3963400
##   [90,] 0.2163563
##   [91,] 1.2956195
##   [92,] 0.7452470
##   [93,] 0.4354991
##   [94,] 1.7655380
##   [95,] 1.3399163
##   [96,] 0.6979349
##   [97,] 0.8315892
##   [98,] 0.8699334
##   [99,] 0.8794436
##  [100,] 0.6812203
##  [101,] 0.7775087
##  [102,] 1.1314433
##  [103,] 2.1058744
##  [104,] 1.0428480
##  [105,] 0.5990925
##  [106,] 0.7422057
##  [107,] 0.7796715
##  [108,] 1.3955297
##  [109,] 1.2623801
##  [110,] 0.7109148
##  [111,] 0.6054074
##  [112,] 1.0939084
##  [113,] 0.9149833
##  [114,] 0.5083384
##  [115,] 0.6103351
##  [116,] 0.4566846
##  [117,] 0.6667641
##  [118,] 0.9519314
##  [119,] 1.7303523
##  [120,] 1.2479073
##  [121,] 1.1795249
##  [122,] 0.6259031
##  [123,] 1.0183974
##  [124,] 0.8944445
##  [125,] 0.8583413
##  [126,] 0.8341202
##  [127,] 0.3861081
##  [128,] 0.4944596
##  [129,] 1.1887678
##  [130,] 0.3198081
##  [131,] 0.4289775
##  [132,] 1.0280369
##  [133,] 1.1743318
##  [134,] 0.9507278
##  [135,] 0.5910074
##  [136,] 0.7139660
##  [137,] 0.5694492
##  [138,] 1.1016303
##  [139,] 0.4820535
##  [140,] 0.6822562
##  [141,] 0.6163822
##  [142,] 0.7122342
##  [143,] 0.5878025
##  [144,] 0.6852003
##  [145,] 0.9747908
##  [146,] 0.8892570
##  [147,] 0.7573062
##  [148,] 0.5270746
##  [149,] 1.5545512
##  [150,] 0.9224043
##  [151,] 1.5132858
##  [152,] 1.2518674
##  [153,] 0.5758950
##  [154,] 0.4710623
##  [155,] 0.6427183
##  [156,] 0.4994071
##  [157,] 0.9380150
##  [158,] 0.9220219
##  [159,] 0.4513441
##  [160,] 1.3784095
##  [161,] 1.6443663
##  [162,] 0.7357344
##  [163,] 0.4412230
##  [164,] 1.7769097
##  [165,] 0.9499025
##  [166,] 1.1455756
##  [167,] 0.9023070
##  [168,] 0.8209001
##  [169,] 1.7928079
##  [170,] 0.4624617
##  [171,] 0.5159227
##  [172,] 0.5805431
##  [173,] 1.1635133
##  [174,] 1.4276960
##  [175,] 2.9782366
##  [176,] 0.8590482
##  [177,] 1.5079212
##  [178,] 0.5790406
##  [179,] 0.6417960
##  [180,] 0.7747205
##  [181,] 0.6887651
##  [182,] 0.4848001
##  [183,] 0.6185588
##  [184,] 1.6897734
##  [185,] 2.0216052
##  [186,] 1.1340570
##  [187,] 0.4742465
##  [188,] 1.1022261
##  [189,] 0.5135817
##  [190,] 2.8182311
##  [191,] 1.3261622
##  [192,] 1.0134443
##  [193,] 0.7073856
##  [194,] 0.6661416
##  [195,] 0.6667974
##  [196,] 0.9249693
##  [197,] 0.4544362
##  [198,] 1.8720703
##  [199,] 0.9724999
##  [200,] 0.4289727
##  [201,] 0.8037031
##  [202,] 0.9985026
##  [203,] 1.1661329
##  [204,] 0.2441879
##  [205,] 0.6161099
##  [206,] 0.9425245
##  [207,] 0.7601371
##  [208,] 0.9356725
##  [209,] 0.4441301
##  [210,] 0.9703756
##  [211,] 0.7971105
##  [212,] 0.7642247
##  [213,] 0.6072768
##  [214,] 0.9912499
##  [215,] 0.3565808
##  [216,] 0.6850900
##  [217,] 1.0507062
##  [218,] 0.6348232
##  [219,] 1.7300230
##  [220,] 3.0584394
##  [221,] 0.7788189
##  [222,] 0.6139593
##  [223,] 0.9045620
##  [224,] 1.6885211
##  [225,] 0.2474796
##  [226,] 0.5368193
##  [227,] 0.6794174
##  [228,] 0.8555864
##  [229,] 2.5204717
##  [230,] 0.9496139
##  [231,] 0.3605851
##  [232,] 1.6768255
##  [233,] 0.4673496
##  [234,] 1.0352712
##  [235,] 0.6460936
##  [236,] 0.5659439
##  [237,] 2.5135069
##  [238,] 0.8087484
##  [239,] 0.4373781
##  [240,] 0.4683383
##  [241,] 1.4819160
##  [242,] 0.5914859
##  [243,] 0.7582872
##  [244,] 0.9620661
##  [245,] 3.6933901
##  [246,] 0.5712093
##  [247,] 0.7869345
##  [248,] 1.5543777
##  [249,] 1.3826131
##  [250,] 2.2824686
##  [251,] 2.9837160
##  [252,] 0.5971155
##  [253,] 0.8398652
##  [254,] 0.7463489
##  [255,] 0.6596133
##  [256,] 1.8731776
##  [257,] 0.5749551
##  [258,] 3.9693325
##  [259,] 1.0827902
##  [260,] 1.1364919
##  [261,] 0.7443541
##  [262,] 0.3306644
##  [263,] 0.7182874
##  [264,] 1.0483843
##  [265,] 0.6552275
##  [266,] 1.5528200
##  [267,] 1.3534851
##  [268,] 0.5513765
##  [269,] 1.4281840
##  [270,] 0.7676966
##  [271,] 0.5027242
##  [272,] 1.1128342
##  [273,] 1.9967614
##  [274,] 0.6885362
##  [275,] 1.9120125
##  [276,] 0.8150968
##  [277,] 0.7222293
##  [278,] 2.1790831
##  [279,] 1.6569300
##  [280,] 0.8788320
##  [281,] 1.0887129
##  [282,] 0.6614547
##  [283,] 0.9696651
##  [284,] 1.1524377
##  [285,] 0.3623546
##  [286,] 1.6744601
##  [287,] 0.4253943
##  [288,] 0.7727669
##  [289,] 0.9659657
##  [290,] 1.1402544
##  [291,] 0.5443597
##  [292,] 0.5092964
##  [293,] 2.4565120
##  [294,] 0.8329134
##  [295,] 0.9217325
##  [296,] 0.6532415
##  [297,] 0.8171928
##  [298,] 0.7865879
##  [299,] 0.4220720
##  [300,] 1.0079970
##  [301,] 0.6911540
##  [302,] 1.8620274
##  [303,] 1.6519313
##  [304,] 2.1046226
##  [305,] 1.0739145
##  [306,] 1.8297637
##  [307,] 0.6904471
##  [308,] 0.6184855
##  [309,] 0.6160509
##  [310,] 2.8132923
##  [311,] 0.7360852
##  [312,] 0.7154531
##  [313,] 0.5956075
##  [314,] 1.5368266
##  [315,] 1.9557888
##  [316,] 0.7913447
##  [317,] 0.3979736
##  [318,] 0.6244087
##  [319,] 1.0587918
##  [320,] 0.3091365
##  [321,] 1.0470058
##  [322,] 1.5860085
##  [323,] 1.5585952
##  [324,] 0.8437887
##  [325,] 1.2244528
##  [326,] 0.4110268
##  [327,] 3.2982867
##  [328,] 1.3290960
##  [329,] 0.5837722
##  [330,] 1.0946547
##  [331,] 0.7129148
##  [332,] 2.5379783
##  [333,] 0.5062101
##  [334,] 1.2525679
##  [335,] 0.6079583
##  [336,] 1.2735618
##  [337,] 1.1740797
##  [338,] 0.4750447
##  [339,] 2.1745030
##  [340,] 1.6104000
##  [341,] 0.8971915
##  [342,] 0.9390273
##  [343,] 1.3325911
##  [344,] 0.4754070
##  [345,] 1.1581991
##  [346,] 0.9016077
##  [347,] 0.4670736
##  [348,] 1.6968930
##  [349,] 0.7520542
##  [350,] 1.6664846
##  [351,] 2.3937979
##  [352,] 2.2819687
##  [353,] 2.2496576
##  [354,] 1.0561793
##  [355,] 0.7072515
##  [356,] 1.5429682
##  [357,] 0.7804100
##  [358,] 1.4070158
##  [359,] 0.4485541
##  [360,] 1.3009945
##  [361,] 1.0161725
##  [362,] 0.5298758
##  [363,] 1.3285069
##  [364,] 0.7369219
##  [365,] 0.8265823
##  [366,] 0.8959258
##  [367,] 0.5770621
##  [368,] 0.9196311
##  [369,] 0.5673358
##  [370,] 0.5139423
##  [371,] 0.6671213
##  [372,] 0.8354452
##  [373,] 0.6929145
##  [374,] 0.7626816
##  [375,] 2.5148359
##  [376,] 1.4382784
##  [377,] 0.4837966
##  [378,] 0.3238486
##  [379,] 0.7215664
##  [380,] 1.2150100
##  [381,] 0.7187365
##  [382,] 1.0403071
##  [383,] 1.0496845
##  [384,] 1.0870864
##  [385,] 0.6240951
##  [386,] 1.0909185
##  [387,] 0.8442106
##  [388,] 3.1792777
##  [389,] 0.3915489
##  [390,] 1.0881266
##  [391,] 0.8675403
##  [392,] 0.5638246
##  [393,] 0.9522232
##  [394,] 0.6041780
##  [395,] 0.5592902
##  [396,] 1.3322335
##  [397,] 2.6328413
##  [398,] 2.8084088
##  [399,] 1.7786720
##  [400,] 0.7016185
##  [401,] 1.1590060
##  [402,] 0.8742162
##  [403,] 1.4837033
##  [404,] 0.5473162
##  [405,] 0.5341922
##  [406,] 0.6743498
##  [407,] 0.5123566
##  [408,] 0.5418847
##  [409,] 1.1761529
##  [410,] 1.6276028
##  [411,] 1.5166331
##  [412,] 0.3466807
##  [413,] 0.6830169
##  [414,] 1.4512001
##  [415,] 1.1186250
##  [416,] 0.5247493
##  [417,] 0.7538760
##  [418,] 0.5222349
##  [419,] 0.8770695
##  [420,] 0.3989505
##  [421,] 0.8653016
##  [422,] 0.6276422
##  [423,] 0.5509340
##  [424,] 0.4205571
##  [425,] 1.2411692
##  [426,] 1.1719865
##  [427,] 1.2261981
##  [428,] 2.6061412
##  [429,] 1.9708175
##  [430,] 0.8693070
##  [431,] 1.1378300
##  [432,] 1.0723575
##  [433,] 0.6794198
##  [434,] 0.6092289
##  [435,] 1.6251652
##  [436,] 0.8300773
##  [437,] 1.1435120
##  [438,] 1.0674600
##  [439,] 1.2059159
##  [440,] 0.8051926
##  [441,] 1.0323947
##  [442,] 0.7842397
##  [443,] 0.3478202
##  [444,] 0.4601704
##  [445,] 1.7722143
##  [446,] 1.0107953
##  [447,] 1.1229044
##  [448,] 0.6286207
##  [449,] 3.1416102
##  [450,] 1.2053200
##  [451,] 0.4112151
##  [452,] 0.9602982
##  [453,] 1.0904936
##  [454,] 1.3778636
##  [455,] 1.5196690
##  [456,] 0.4483244
##  [457,] 1.1021814
##  [458,] 0.6667563
##  [459,] 0.7953694
##  [460,] 0.8700621
##  [461,] 2.9311317
##  [462,] 1.0190886
##  [463,] 0.6596260
##  [464,] 0.7033998
##  [465,] 1.2435021
##  [466,] 0.3181527
##  [467,] 2.1599163
##  [468,] 0.9156596
##  [469,] 0.6969644
##  [470,] 0.6034258
##  [471,] 0.4771803
##  [472,] 0.5016627
##  [473,] 0.8406619
##  [474,] 1.6931347
##  [475,] 0.9828403
##  [476,] 0.5578824
##  [477,] 1.0495789
##  [478,] 0.9726973
##  [479,] 0.4128336
##  [480,] 1.5786394
##  [481,] 0.7036526
##  [482,] 0.5456299
##  [483,] 1.1235571
##  [484,] 0.8012126
##  [485,] 1.3963621
##  [486,] 1.1696153
##  [487,] 0.7617010
##  [488,] 1.5119429
##  [489,] 0.4566118
##  [490,] 0.4925895
##  [491,] 1.0153074
##  [492,] 0.4219717
##  [493,] 0.8653305
##  [494,] 0.8165806
##  [495,] 0.4913371
##  [496,] 0.7957667
##  [497,] 0.3372169
##  [498,] 0.9215709
##  [499,] 0.4625607
##  [500,] 1.2035208
##  [501,] 0.7868544
##  [502,] 0.7824251
##  [503,] 0.3767199
##  [504,] 0.6234277
##  [505,] 1.0284589
##  [506,] 0.5360575
##  [507,] 1.1897348
##  [508,] 0.3561124
##  [509,] 0.7530321
##  [510,] 1.3511842
##  [511,] 1.5315922
##  [512,] 0.5692104
##  [513,] 0.7377765
##  [514,] 0.5187344
##  [515,] 2.2343732
##  [516,] 1.4915673
##  [517,] 1.4714620
##  [518,] 0.7827513
##  [519,] 1.2404388
##  [520,] 1.4798261
##  [521,] 0.3440203
##  [522,] 1.0192835
##  [523,] 1.1227171
##  [524,] 0.7769392
##  [525,] 0.4588251
##  [526,] 0.6378467
##  [527,] 0.5261153
##  [528,] 0.6002896
##  [529,] 1.4901358
##  [530,] 0.6747431
##  [531,] 0.7415146
##  [532,] 1.1547791
##  [533,] 1.4524627
##  [534,] 1.3721040
##  [535,] 0.9763460
##  [536,] 3.3068151
##  [537,] 1.3304837
##  [538,] 0.9752571
##  [539,] 0.9262345
##  [540,] 0.3845571
##  [541,] 0.9216790
##  [542,] 0.8867913
##  [543,] 0.5275014
##  [544,] 0.8616017
##  [545,] 0.4350919
##  [546,] 0.7385418
##  [547,] 0.5393801
##  [548,] 0.6272339
##  [549,] 0.6734799
##  [550,] 0.7253102
##  [551,] 1.2056678
##  [552,] 0.7753774
##  [553,] 1.6624296
##  [554,] 1.0273415
##  [555,] 0.6556715
##  [556,] 1.2748840
##  [557,] 0.3928814
##  [558,] 0.7178678
##  [559,] 1.5933856
##  [560,] 1.9921047
##  [561,] 0.8520090
##  [562,] 1.5985888
##  [563,] 1.5682615
##  [564,] 0.8380137
##  [565,] 0.7588681
##  [566,] 1.0728623
##  [567,] 0.7509484
##  [568,] 0.6374402
##  [569,] 0.5415573
##  [570,] 0.4800751
##  [571,] 0.9221886
##  [572,] 1.5129045
##  [573,] 1.0586942
##  [574,] 0.9054585
##  [575,] 0.8106776
##  [576,] 0.6235278
##  [577,] 0.4265111
##  [578,] 1.1078683
##  [579,] 0.6439125
##  [580,] 3.0683946
##  [581,] 0.4825602
##  [582,] 0.5334715
##  [583,] 1.3043924
##  [584,] 1.2107196
##  [585,] 0.8471240
##  [586,] 0.9292237
##  [587,] 1.2642765
##  [588,] 0.2929786
##  [589,] 0.7740671
##  [590,] 0.8017252
##  [591,] 1.1335700
##  [592,] 0.7049801
##  [593,] 1.2923240
##  [594,] 0.9045619
##  [595,] 0.5839444
##  [596,] 0.5555139
##  [597,] 1.2348857
##  [598,] 1.4452461
##  [599,] 1.0927047
##  [600,] 0.4112601
##  [601,] 0.7189303
##  [602,] 0.7415877
##  [603,] 0.4908745
##  [604,] 0.6456750
##  [605,] 1.0892713
##  [606,] 0.6146380
##  [607,] 0.6786328
##  [608,] 0.7032658
##  [609,] 0.6329314
##  [610,] 2.5091842
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##  [693,] 0.9588768
##  [694,] 2.5221437
##  [695,] 1.0538124
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##  [697,] 1.0461247
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##  [699,] 0.9624628
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##  [702,] 0.7305541
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##  [727,] 0.9629958
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##  [750,] 0.8794986
##  [751,] 0.3832998
##  [752,] 1.1281930
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##  [754,] 1.5927137
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##  [756,] 0.3751175
##  [757,] 0.9878626
##  [758,] 0.6840293
##  [759,] 1.0113634
##  [760,] 0.6366368
##  [761,] 0.6214865
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##  [763,] 0.6767104
##  [764,] 2.2491643
##  [765,] 0.7770457
##  [766,] 0.6407538
##  [767,] 1.4047724
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##  [769,] 0.8687890
##  [770,] 0.7793244
##  [771,] 1.0347530
##  [772,] 0.6442266
##  [773,] 1.7894599
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##  [775,] 0.9373926
##  [776,] 1.4873354
##  [777,] 0.7913647
##  [778,] 0.6135549
##  [779,] 1.0620989
##  [780,] 0.8202697
##  [781,] 0.4578877
##  [782,] 0.8706971
##  [783,] 0.4025428
##  [784,] 0.7433345
##  [785,] 0.2957968
##  [786,] 1.5162623
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##  [788,] 0.8977931
##  [789,] 0.6436469
##  [790,] 2.0719822
##  [791,] 1.3043325
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##  [837,] 0.5212418
##  [838,] 0.6402778
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##  [840,] 0.8242907
##  [841,] 1.4812644
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##  [843,] 0.9393108
##  [844,] 0.2164860
##  [845,] 0.9827617
##  [846,] 2.9973969
##  [847,] 0.3130795
##  [848,] 0.5093676
##  [849,] 0.6158657
##  [850,] 1.8001746
##  [851,] 0.7693533
##  [852,] 1.2556820
##  [853,] 0.6896145
##  [854,] 1.6834638
##  [855,] 0.5412517
##  [856,] 1.5437507
##  [857,] 1.6182649
##  [858,] 0.5248306
##  [859,] 0.8657201
##  [860,] 1.0624617
##  [861,] 0.3215024
##  [862,] 0.8091268
##  [863,] 0.5220790
##  [864,] 0.2535814
##  [865,] 0.6342278
##  [866,] 0.8034421
##  [867,] 0.4291330
##  [868,] 0.7020191
##  [869,] 0.4490979
##  [870,] 1.7666074
##  [871,] 0.7955217
##  [872,] 0.8060714
##  [873,] 2.7544612
##  [874,] 1.5064948
##  [875,] 0.8145965
##  [876,] 1.1840784
##  [877,] 0.7251060
##  [878,] 1.3629524
##  [879,] 0.9642878
##  [880,] 0.5912421
##  [881,] 0.7944816
##  [882,] 1.3437242
##  [883,] 1.7479859
##  [884,] 1.2163682
##  [885,] 0.8864422
##  [886,] 0.5175784
##  [887,] 1.0449844
##  [888,] 0.7537002
##  [889,] 1.2491619
##  [890,] 0.5829955
##  [891,] 1.1975922
##  [892,] 1.0659434
##  [893,] 1.7390329
##  [894,] 0.6420878
##  [895,] 0.4804441
##  [896,] 0.8496509
##  [897,] 0.7516713
##  [898,] 1.4582635
##  [899,] 0.5398487
##  [900,] 0.8219960
##  [901,] 2.1064404
##  [902,] 0.5972548
##  [903,] 0.8272584
##  [904,] 1.1642454
##  [905,] 1.2706487
##  [906,] 0.6990785
##  [907,] 1.0877347
##  [908,] 1.0183950
##  [909,] 1.1826331
##  [910,] 1.4467369
##  [911,] 1.1826705
##  [912,] 1.0927174
##  [913,] 0.4384560
##  [914,] 0.3815870
##  [915,] 0.8319673
##  [916,] 0.8416675
##  [917,] 2.9382274
##  [918,] 0.6955397
##  [919,] 0.8509937
##  [920,] 1.1791956
##  [921,] 0.4340135
##  [922,] 1.2910454
##  [923,] 1.3548556
##  [924,] 0.5886724
##  [925,] 0.9112078
##  [926,] 0.7571779
##  [927,] 0.3783031
##  [928,] 2.3100657
##  [929,] 0.5366337
##  [930,] 0.2430529
##  [931,] 0.2724790
##  [932,] 1.2781031
##  [933,] 0.8179352
##  [934,] 0.5380997
##  [935,] 1.0782834
##  [936,] 0.4714053
##  [937,] 0.8062828
##  [938,] 1.1348154
##  [939,] 0.6688706
##  [940,] 1.6934707
##  [941,] 0.3983809
##  [942,] 0.4670516
##  [943,] 0.8401272
##  [944,] 0.8633668
##  [945,] 0.2604448
##  [946,] 0.4894416
##  [947,] 1.2468759
##  [948,] 1.1937269
##  [949,] 1.4321156
##  [950,] 1.0238702
##  [951,] 0.9645992
##  [952,] 0.5749580
##  [953,] 0.7180245
##  [954,] 1.2006395
##  [955,] 0.3962389
##  [956,] 1.5950301
##  [957,] 0.8640619
##  [958,] 0.8283689
##  [959,] 0.9692078
##  [960,] 3.0074443
##  [961,] 0.5291684
##  [962,] 0.9810001
##  [963,] 2.8676473
##  [964,] 0.4365999
##  [965,] 0.5693422
##  [966,] 0.6235323
##  [967,] 0.4310788
##  [968,] 0.8398940
##  [969,] 0.9968488
##  [970,] 0.4162319
##  [971,] 2.6968810
##  [972,] 0.7497978
##  [973,] 0.4059281
##  [974,] 0.9494640
##  [975,] 0.7704453
##  [976,] 0.8035531
##  [977,] 0.3485261
##  [978,] 0.4076802
##  [979,] 0.8138938
##  [980,] 0.8818074
##  [981,] 0.4476973
##  [982,] 0.6749807
##  [983,] 2.9787931
##  [984,] 1.1471466
##  [985,] 1.6608921
##  [986,] 1.9317331
##  [987,] 0.3985021
##  [988,] 0.9166717
##  [989,] 3.3575643
##  [990,] 0.5376323
##  [991,] 0.8765973
##  [992,] 0.6776401
##  [993,] 0.9121336
##  [994,] 1.5157420
##  [995,] 1.1209036
##  [996,] 1.3521082
##  [997,] 0.3939881
##  [998,] 0.8634542
##  [999,] 0.9035332
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
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## 101           1            1            0            0            0
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## 139           1            0            1            0            0
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##     demo$career5 demo$career6 demo$career7 demo$career8
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## 
## $terms
## per_comm_orient ~ demo$career
## attr(,"variables")
## list(per_comm_orient, demo$career)
## attr(,"factors")
##                 demo$career
## per_comm_orient           0
## demo$career               1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

Look at that! The differences are significant for Science Identity across career goals.

Science Community Orientation

Now, Competency in Science:

Well crap, something is broke there. Let’s try running a different form of MDS, giving us a similar analysis in a different way. We can interpret this data similarly to how we did before:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##              Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$career   8    0.1207 0.015088  1.0323 0.02653  0.416
## Residuals   303    4.4286 0.014616         0.97347       
## Total       311    4.5493                  1.00000       
## 
## $call
## adonis(formula = sci_comm_orient ~ demo$career)
## 
## $coefficients
##              sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept)        5.11922966       5.32746452       5.26229731
## demo$career1      -0.16367410      -0.10524230       0.02659158
## demo$career2       0.11153957      -0.25054144       0.12231808
## demo$career3       0.08077034       0.40586881       0.07103603
## demo$career4      -0.06185261      -0.11434977      -0.01639567
## demo$career5       0.01965923      -0.04968674       0.04325825
## demo$career6       0.43077034       0.57253548       0.33770269
## demo$career7      -0.26208680      -0.47032166       0.02341698
## demo$career8       0.29743701       0.33920215       0.15436936
##              sci_comm_orient4 sci_comm_orient_ave
## (Intercept)        5.11722151          5.20655325
## demo$career1      -0.05055484         -0.07321992
## demo$career2      -0.04029843         -0.01424556
## demo$career3       0.08277849          0.16011342
## demo$career4       0.07949980         -0.02827456
## demo$career5       0.11888960          0.03303008
## demo$career6       0.73277849          0.51844675
## demo$career7      -0.68865008         -0.34941039
## demo$career8       0.38277849          0.29344675
## 
## $coef.sites
##                         1            2            3            4            5
## (Intercept)   0.082399731  0.096150934  0.082399731  0.268075370  0.082399731
## demo$career1 -0.015306849 -0.017208544 -0.015306849 -0.013834427 -0.015306849
## demo$career2  0.045453824  0.047322938  0.045453824  0.039320961  0.045453824
## demo$career3  0.013226737  0.012269233  0.013226737  0.001741291  0.013226737
## demo$career4  0.002231579  0.001111484  0.002231579 -0.006864789  0.002231579
## demo$career5  0.008210097  0.009834998  0.008210097  0.012693850  0.008210097
## demo$career6  0.005799842  0.012123411  0.005799842  0.036529923  0.005799842
## demo$career7 -0.027182245 -0.029145679 -0.027182245 -0.035510223 -0.027182245
## demo$career8 -0.020558245 -0.017258663 -0.020558245  0.023480778 -0.020558245
##                         6            7            8            9           10
## (Intercept)   0.085358455  0.140010210  0.091756843  0.107660102  0.108713467
## demo$career1 -0.011111579  0.001572141 -0.005530073 -0.002283770 -0.011314046
## demo$career2  0.037751569  0.019745194  0.024604914  0.024227871  0.046996898
## demo$career3  0.010228296 -0.012224044 -0.002507883 -0.007085287  0.002213822
## demo$career4  0.002726334  0.002533644  0.001663170  0.002561555  0.002745376
## demo$career5  0.005830268 -0.001741094 -0.005119458 -0.003425824  0.011111015
## demo$career6 -0.002409389 -0.046642734 -0.027121151 -0.034995882  0.007563379
## demo$career7 -0.014750520  0.025641735  0.016314382  0.020469947 -0.018234083
## demo$career8 -0.029536823 -0.036074796 -0.046238369 -0.041839475 -0.023325799
##                        11           12           13           14            15
## (Intercept)   0.093680074  0.091756843  0.082399731  0.082399731  0.0820333827
## demo$career1 -0.014906744 -0.005530073 -0.015306849 -0.015306849 -0.0119536097
## demo$career2  0.046038039  0.024604914  0.045453824  0.045453824  0.0352806597
## demo$career3  0.001730178 -0.002507883  0.013226737  0.013226737  0.0134379279
## demo$career4  0.001862202  0.001663170  0.002231579  0.002231579  0.0030601597
## demo$career5  0.009338176 -0.005119458  0.008210097  0.008210097  0.0050515094
## demo$career6  0.004578484 -0.027121151  0.005799842  0.005799842 -0.0008159183
## demo$career7 -0.021291088  0.016314382 -0.027182245 -0.027182245 -0.0224425374
## demo$career8 -0.025497423 -0.046238369 -0.020558245 -0.020558245 -0.0262151068
##                        16           17           18           19            20
## (Intercept)   0.096150934  0.091756843  0.082048784  0.091756843  0.0977580899
## demo$career1 -0.017208544 -0.005530073 -0.012731724 -0.005530073 -0.0083743471
## demo$career2  0.047322938  0.024604914  0.043920170  0.024604914  0.0398206041
## demo$career3  0.012269233 -0.002507883  0.003049958 -0.002507883  0.0002248954
## demo$career4  0.001111484  0.001663170  0.003364631  0.001663170  0.0020924172
## demo$career5  0.009834998 -0.005119458  0.007183870 -0.005119458  0.0031021076
## demo$career6  0.012123411 -0.027121151 -0.002736081 -0.027121151 -0.0126846441
## demo$career7 -0.029145679  0.016314382 -0.017142324  0.016314382  0.0004917062
## demo$career8 -0.017258663 -0.046238369 -0.029490013 -0.046238369 -0.0326416054
##                         21           22           23           24           25
## (Intercept)   0.1426805567  0.082399731  0.107251194  0.086200773  0.082399731
## demo$career1 -0.0033365670 -0.015306849 -0.015607826 -0.010999723 -0.015306849
## demo$career2  0.0254142977  0.045453824  0.039378496  0.030820525  0.045453824
## demo$career3 -0.0111241104  0.013226737  0.011913783  0.010389554  0.013226737
## demo$career4  0.0013207149  0.002231579  0.003249271  0.001165746  0.002231579
## demo$career5  0.0009276461  0.008210097  0.008445540 -0.001297783  0.008210097
## demo$career6 -0.0363012561  0.005799842  0.013130915 -0.014000349  0.005799842
## demo$career7  0.0156192245 -0.027182245 -0.040099420 -0.005205013 -0.027182245
## demo$career8 -0.0295488571 -0.020558245 -0.011323679 -0.032361279 -0.020558245
##                       26           27           28           29           30
## (Intercept)   0.99845679  0.082399731  0.148222209  0.091756843  0.111696039
## demo$career1  0.00154321 -0.015306849 -0.013300916 -0.005530073 -0.012349729
## demo$career2  0.00154321  0.045453824  0.046606984  0.024604914  0.048253653
## demo$career3  0.00154321  0.013226737  0.012081757 -0.002507883  0.012949238
## demo$career4  0.00154321  0.002231579  0.000867130  0.001663170  0.004554703
## demo$career5 -0.01234568  0.008210097  0.013721724 -0.005119458  0.011336987
## demo$career6  0.00154321  0.005799842  0.028482193 -0.027121151  0.015538185
## demo$career7  0.00154321 -0.027182245 -0.045730094  0.016314382 -0.038513666
## demo$career8  0.00154321 -0.020558245  0.007240116 -0.046238369 -0.006729341
##                        31            32           33            34           35
## (Intercept)   0.091756843  0.0872411833  0.234915240  0.0872411833  0.091756843
## demo$career1 -0.005530073 -0.0088283131 -0.014635946 -0.0088283131 -0.005530073
## demo$career2  0.024604914  0.0308417667  0.040737970  0.0308417667  0.024604914
## demo$career3 -0.002507883  0.0003409364  0.003186010  0.0003409364 -0.002507883
## demo$career4  0.001663170  0.0016906074 -0.004933124  0.0016906074  0.001663170
## demo$career5 -0.005119458 -0.0027827092  0.013420144 -0.0027827092 -0.005119458
## demo$career6 -0.027121151 -0.0210528902  0.036160116 -0.0210528902 -0.027121151
## demo$career7  0.016314382  0.0049034144 -0.040412454  0.0049034144  0.016314382
## demo$career8 -0.046238369 -0.0399198626  0.019687769 -0.0399198626 -0.046238369
##                        36            37           38           39           40
## (Intercept)   0.107660102  0.0872411833  0.091756843  0.096150934  0.082399731
## demo$career1 -0.002283770 -0.0088283131 -0.005530073 -0.017208544 -0.015306849
## demo$career2  0.024227871  0.0308417667  0.024604914  0.047322938  0.045453824
## demo$career3 -0.007085287  0.0003409364 -0.002507883  0.012269233  0.013226737
## demo$career4  0.002561555  0.0016906074  0.001663170  0.001111484  0.002231579
## demo$career5 -0.003425824 -0.0027827092 -0.005119458  0.009834998  0.008210097
## demo$career6 -0.034995882 -0.0210528902 -0.027121151  0.012123411  0.005799842
## demo$career7  0.020469947  0.0049034144  0.016314382 -0.029145679 -0.027182245
## demo$career8 -0.041839475 -0.0399198626 -0.046238369 -0.017258663 -0.020558245
##                        41           42           43           44           45
## (Intercept)   0.091756843  0.091756843  0.085358455  0.124878418  0.203975861
## demo$career1 -0.005530073 -0.005530073 -0.011111579 -0.015352541 -0.014084940
## demo$career2  0.024604914  0.024604914  0.037751569  0.038144045  0.041584311
## demo$career3 -0.002507883 -0.002507883  0.010228296  0.013765182  0.007812960
## demo$career4  0.001663170  0.001663170  0.002726334  0.001760368 -0.003468882
## demo$career5 -0.005119458 -0.005119458  0.005830268  0.008282755  0.014527480
## demo$career6 -0.027121151 -0.027121151 -0.002409389  0.019383685  0.032507022
## demo$career7  0.016314382  0.016314382 -0.014750520 -0.045681007 -0.045244897
## demo$career8 -0.046238369 -0.046238369 -0.029536823 -0.002428974  0.015736493
##                        46           47           48           49           50
## (Intercept)   0.268075370  0.136772660  0.110684681  0.082399731  0.082399731
## demo$career1 -0.013834427 -0.016890212 -0.017985801 -0.015306849 -0.015306849
## demo$career2  0.039320961  0.043379082  0.049181963  0.045453824  0.045453824
## demo$career3  0.001741291  0.011163289  0.011153579  0.013226737  0.013226737
## demo$career4 -0.006864789 -0.001712175  0.002485153  0.002231579  0.002231579
## demo$career5  0.012693850  0.009886713  0.011214171  0.008210097  0.008210097
## demo$career6  0.036529923  0.020359076  0.018933928  0.005799842  0.005799842
## demo$career7 -0.035510223 -0.029794695 -0.043517346 -0.027182245 -0.027182245
## demo$career8  0.023480778 -0.003442073 -0.005717983 -0.020558245 -0.020558245
##                        51           52            53           54            55
## (Intercept)   0.091756843  0.085358455  0.1134847185  0.091756843  0.1553502813
## demo$career1 -0.005530073 -0.011111579 -0.0169925718 -0.005530073  0.0038803030
## demo$career2  0.024604914  0.037751569  0.0462988778  0.024604914  0.0137840421
## demo$career3 -0.002507883  0.010228296  0.0141362033 -0.002507883 -0.0142996782
## demo$career4  0.001663170  0.002726334 -0.0004362701  0.001663170  0.0031805164
## demo$career5 -0.005119458  0.005830268  0.0097091783 -0.005119458 -0.0006101839
## demo$career6 -0.027121151 -0.002409389  0.0183561129 -0.027121151 -0.0495441620
## demo$career7  0.016314382 -0.014750520 -0.0344415395  0.016314382  0.0278745799
## demo$career8 -0.046238369 -0.029536823 -0.0085180201 -0.046238369 -0.0335023467
##                        56           57            58            59           60
## (Intercept)   0.091756843  0.152681432  0.1295694531  0.0872411833  0.112612843
## demo$career1 -0.005530073 -0.013418196 -0.0177975572 -0.0088283131 -0.004715819
## demo$career2  0.024604914  0.045566564  0.0473434218  0.0308417667  0.030430569
## demo$career3 -0.002507883  0.007831071  0.0122261446  0.0003409364  0.007660815
## demo$career4  0.001663170  0.001593086  0.0006000225  0.0016906074  0.003993705
## demo$career5 -0.005119458  0.014033132  0.0111269994 -0.0027827092  0.008628476
## demo$career6 -0.027121151  0.024022970  0.0252765678 -0.0210528902 -0.004199720
## demo$career7  0.016314382 -0.036093357 -0.0484576020  0.0049034144 -0.008661572
## demo$career8 -0.046238369  0.002780892  0.0037611335 -0.0399198626 -0.026250567
##                         61           62            63           64           65
## (Intercept)   8.621699e-02  0.108622349  0.1176842179  0.140010210  0.091756843
## demo$career1 -1.176290e-02 -0.003246017 -0.0170999708  0.001572141 -0.005530073
## demo$career2  3.926096e-02  0.020804085  0.0453382448  0.019745194  0.024604914
## demo$career3  2.476181e-04 -0.005996252  0.0101214081 -0.012224044 -0.002507883
## demo$career4  1.461782e-03  0.001614539  0.0002282282  0.002533644  0.001663170
## demo$career5  7.829576e-04 -0.003943626  0.0100048134 -0.001741094 -0.005119458
## demo$career6 -1.587703e-02 -0.032789502  0.0141566135 -0.046642734 -0.027121151
## demo$career7 -2.642775e-05  0.019507700 -0.0253654256  0.025641735  0.016314382
## demo$career8 -3.555906e-02 -0.042801722 -0.0127175195 -0.036074796 -0.046238369
##                        66           67            68           69           70
## (Intercept)   0.099283300  0.091756843  0.0858063761  0.091756843  0.091756843
## demo$career1 -0.011937003 -0.005530073 -0.0139683613 -0.005530073 -0.005530073
## demo$career2  0.037507985  0.024604914  0.0401155308  0.024604914  0.024604914
## demo$career3  0.012429303 -0.002507883  0.0097803747 -0.002507883 -0.002507883
## demo$career4  0.001203830  0.001663170  0.0005441608  0.001663170  0.001663170
## demo$career5  0.006217703 -0.005119458  0.0018993810 -0.005119458 -0.005119458
## demo$career6  0.004600950 -0.027121151 -0.0083541387 -0.027121151 -0.027121151
## demo$career7 -0.021348044  0.016314382 -0.0098828263  0.016314382  0.016314382
## demo$career8 -0.020828098 -0.046238369 -0.0268839691 -0.046238369 -0.046238369
##                        71           72            73            74
## (Intercept)   0.091756843  0.082399731  0.1553502813  0.1565679043
## demo$career1 -0.005530073 -0.015306849  0.0038803030 -0.0124005260
## demo$career2  0.024604914  0.045453824  0.0137840421  0.0456503146
## demo$career3 -0.002507883  0.013226737 -0.0142996782  0.0133722078
## demo$career4  0.001663170  0.002231579  0.0031805164 -0.0001700216
## demo$career5 -0.005119458  0.008210097 -0.0006101839  0.0121028770
## demo$career6 -0.027121151  0.005799842 -0.0495441620  0.0249084273
## demo$career7  0.016314382 -0.027182245  0.0278745799 -0.0477265838
## demo$career8 -0.046238369 -0.020558245 -0.0335023467  0.0066255126
##                         75           76           77           78           79
## (Intercept)   0.1553502813  0.097140777  0.091756843  0.091756843  0.139944370
## demo$career1  0.0038803030 -0.011724398 -0.005530073 -0.005530073  0.002321742
## demo$career2  0.0137840421  0.046411990  0.024604914  0.024604914  0.014880068
## demo$career3 -0.0142996782  0.014014432 -0.002507883 -0.002507883 -0.012158204
## demo$career4  0.0031805164  0.003124401  0.001663170  0.001663170  0.002851690
## demo$career5 -0.0006101839  0.009951260 -0.005119458 -0.005119458 -0.001263731
## demo$career6 -0.0495441620  0.008817361 -0.027121151 -0.027121151 -0.043585978
## demo$career7  0.0278745799 -0.024274717  0.016314382  0.016314382  0.025707575
## demo$career8 -0.0335023467 -0.018248507 -0.046238369 -0.046238369 -0.036008956
##                        80           81            82            83           84
## (Intercept)   0.091756843  0.091756843  0.0872411833  0.0872411833  0.093680074
## demo$career1 -0.005530073 -0.005530073 -0.0088283131 -0.0088283131 -0.014906744
## demo$career2  0.024604914  0.024604914  0.0308417667  0.0308417667  0.046038039
## demo$career3 -0.002507883 -0.002507883  0.0003409364  0.0003409364  0.001730178
## demo$career4  0.001663170  0.001663170  0.0016906074  0.0016906074  0.001862202
## demo$career5 -0.005119458 -0.005119458 -0.0027827092 -0.0027827092  0.009338176
## demo$career6 -0.027121151 -0.027121151 -0.0210528902 -0.0210528902  0.004578484
## demo$career7  0.016314382  0.016314382  0.0049034144  0.0049034144 -0.021291088
## demo$career8 -0.046238369 -0.046238369 -0.0399198626 -0.0399198626 -0.025497423
##                        85           86           87            88            89
## (Intercept)   0.093665597  0.082048784  0.119217572  0.0969386987  0.1134847185
## demo$career1 -0.014113136 -0.012731724 -0.001378779 -0.0106187690 -0.0169925718
## demo$career2  0.037189835  0.043920170  0.017844376  0.0314015129  0.0462988778
## demo$career3  0.012376452  0.003049958 -0.005748844 -0.0005437316  0.0141362033
## demo$career4  0.001548811  0.003364631  0.003946240  0.0008142364 -0.0004362701
## demo$career5  0.007151562  0.007183870  0.002369850 -0.0002281378  0.0097091783
## demo$career6  0.006544181 -0.002736081 -0.025302958 -0.0151613628  0.0183561129
## demo$career7 -0.026718787 -0.017142324  0.008912477  0.0004083295 -0.0344415395
## demo$career8 -0.022141571 -0.029490013 -0.036897934 -0.0370455551 -0.0085180201
##                        90           91           92           93           94
## (Intercept)   0.090416471  0.091756843  0.110684681  0.082399731  0.093221304
## demo$career1 -0.008023665 -0.005530073 -0.017985801 -0.015306849 -0.013743617
## demo$career2  0.033201615  0.024604914  0.049181963  0.045453824  0.037709175
## demo$career3 -0.002728950 -0.002507883  0.011153579  0.013226737  0.012885785
## demo$career4  0.001375916  0.001663170  0.002485153  0.002231579  0.004313594
## demo$career5 -0.002034903 -0.005119458  0.011214171  0.008210097  0.006855733
## demo$career6 -0.022568099 -0.027121151  0.018933928  0.005799842  0.006787973
## demo$career7  0.012238546  0.016314382 -0.043517346 -0.027182245 -0.037864445
## demo$career8 -0.043092223 -0.046238369 -0.005717983 -0.020558245 -0.014769703
##                        95           96           97            98           99
## (Intercept)   0.082399731  0.082399731  0.091756843  0.0820333827  0.096150934
## demo$career1 -0.015306849 -0.015306849 -0.005530073 -0.0119536097 -0.017208544
## demo$career2  0.045453824  0.045453824  0.024604914  0.0352806597  0.047322938
## demo$career3  0.013226737  0.013226737 -0.002507883  0.0134379279  0.012269233
## demo$career4  0.002231579  0.002231579  0.001663170  0.0030601597  0.001111484
## demo$career5  0.008210097  0.008210097 -0.005119458  0.0050515094  0.009834998
## demo$career6  0.005799842  0.005799842 -0.027121151 -0.0008159183  0.012123411
## demo$career7 -0.027182245 -0.027182245  0.016314382 -0.0224425374 -0.029145679
## demo$career8 -0.020558245 -0.020558245 -0.046238369 -0.0262151068 -0.017258663
##                        100          101          102           103          104
## (Intercept)   1.750593e-01  0.091756843  0.091756843  0.0820333827  0.082399731
## demo$career1 -1.289095e-02 -0.005530073 -0.005530073 -0.0119536097 -0.015306849
## demo$career2  4.604376e-02  0.024604914  0.024604914  0.0352806597  0.045453824
## demo$career3  7.982057e-03 -0.002507883 -0.002507883  0.0134379279  0.013226737
## demo$career4  3.172931e-06  0.001663170  0.001663170  0.0030601597  0.002231579
## demo$career5  1.262910e-02 -0.005119458 -0.005119458  0.0050515094  0.008210097
## demo$career6  3.213023e-02 -0.027121151 -0.027121151 -0.0008159183  0.005799842
## demo$career7 -4.239221e-02  0.016314382  0.016314382 -0.0224425374 -0.027182245
## demo$career8  1.165635e-02 -0.046238369 -0.046238369 -0.0262151068 -0.020558245
##                        105          106          107           108          109
## (Intercept)   0.0894492261  0.097140777  0.095915004  0.1349292238  0.090416471
## demo$career1 -0.0101768135 -0.011724398 -0.009584131 -0.0017091943 -0.008023665
## demo$career2  0.0332346263  0.046411990  0.030196896  0.0250281487  0.033201615
## demo$career3  0.0072513509  0.014014432  0.009900868 -0.0098613343 -0.002728950
## demo$career4  0.0008417544  0.003124401  0.004755418  0.0023465142  0.001375916
## demo$career5 -0.0005348026  0.009951260  0.004509268 -0.0002975093 -0.002034903
## demo$career6 -0.0155537115  0.008817361 -0.001439967 -0.0413703414 -0.022568099
## demo$career7  0.0023043257 -0.024274717 -0.025174332  0.0171371845  0.012238546
## demo$career8 -0.0356065994 -0.018248507 -0.023887652 -0.0307103177 -0.043092223
##                       110          111          112          113          114
## (Intercept)   0.095915004  0.091756843  0.082399731  0.130603203  0.148222209
## demo$career1 -0.009584131 -0.005530073 -0.015306849 -0.012000858 -0.013300916
## demo$career2  0.030196896  0.024604914  0.045453824  0.046397208  0.046606984
## demo$career3  0.009900868 -0.002507883  0.013226737  0.014075277  0.012081757
## demo$career4  0.004755418  0.001663170  0.002231579  0.002729484  0.000867130
## demo$career5  0.004509268 -0.005119458  0.008210097  0.011256943  0.013721724
## demo$career6 -0.001439967 -0.027121151  0.005799842  0.021786163  0.028482193
## demo$career7 -0.025174332  0.016314382 -0.027182245 -0.043313746 -0.045730094
## demo$career8 -0.023887652 -0.046238369 -0.020558245  0.002727383  0.007240116
##                        115          116          117          118          119
## (Intercept)   0.1742297472  0.082399731  0.091756843  0.095691942  0.236081123
## demo$career1 -0.0130772623 -0.015306849 -0.005530073 -0.016827864 -0.013356866
## demo$career2  0.0427707635  0.045453824  0.024604914  0.047860826  0.043967692
## demo$career3  0.0090338428  0.013226737 -0.002507883  0.012796601  0.005575683
## demo$career4 -0.0001086838  0.002231579  0.001663170  0.003951135 -0.005586636
## demo$career5  0.0143021039  0.008210097 -0.005119458  0.009529495  0.012167116
## demo$career6  0.0302011761  0.005799842 -0.027121151  0.012371461  0.034994234
## demo$career7 -0.0415626460 -0.027182245  0.016314382 -0.040578579 -0.041578336
## demo$career8  0.0124859105 -0.020558245 -0.046238369 -0.009687295  0.018521887
##                       120          121          122          123           124
## (Intercept)   0.082399731  0.091756843  0.082399731  0.091756843  0.1742297472
## demo$career1 -0.015306849 -0.005530073 -0.015306849 -0.005530073 -0.0130772623
## demo$career2  0.045453824  0.024604914  0.045453824  0.024604914  0.0427707635
## demo$career3  0.013226737 -0.002507883  0.013226737 -0.002507883  0.0090338428
## demo$career4  0.002231579  0.001663170  0.002231579  0.001663170 -0.0001086838
## demo$career5  0.008210097 -0.005119458  0.008210097 -0.005119458  0.0143021039
## demo$career6  0.005799842 -0.027121151  0.005799842 -0.027121151  0.0302011761
## demo$career7 -0.027182245  0.016314382 -0.027182245  0.016314382 -0.0415626460
## demo$career8 -0.020558245 -0.046238369 -0.020558245 -0.046238369  0.0124859105
##                        125          126          127           128
## (Intercept)   0.1138178555  0.091756843  0.140010210  0.6675349649
## demo$career1 -0.0112239338 -0.005530073  0.001572141 -0.0002746584
## demo$career2  0.0296216444  0.024604914  0.019745194 -0.0310817988
## demo$career3 -0.0027047302 -0.002507883 -0.012224044  0.0078304661
## demo$career4  0.0001077354  0.001663170  0.002533644 -0.0036652175
## demo$career5  0.0005512164 -0.005119458 -0.001741094  0.0134342740
## demo$career6 -0.0129763403 -0.027121151 -0.046642734  0.0292173578
## demo$career7  0.0022168657  0.016314382  0.025641735 -0.0121608653
## demo$career8 -0.0324956513 -0.046238369 -0.036074796  0.0228291905
##                        129          130          131          132          133
## (Intercept)   0.1130100453  0.091756843  0.268075370  0.082399731  0.139944370
## demo$career1 -0.0166000043 -0.005530073 -0.013834427 -0.015306849  0.002321742
## demo$career2  0.0468565988  0.024604914  0.039320961  0.045453824  0.014880068
## demo$career3  0.0146828513 -0.002507883  0.001741291  0.013226737 -0.012158204
## demo$career4  0.0024824327  0.001663170 -0.006864789  0.002231579  0.002851690
## demo$career5  0.0093933741 -0.005119458  0.012693850  0.008210097 -0.001263731
## demo$career6  0.0186085639 -0.027121151  0.036529923  0.005799842 -0.043585978
## demo$career7 -0.0461768785  0.016314382 -0.035510223 -0.027182245  0.025707575
## demo$career8 -0.0007360396 -0.046238369  0.023480778 -0.020558245 -0.036008956
##                       134          135           136          137          138
## (Intercept)   0.082399731  0.091756843  0.0820333827  0.091756843  0.098418367
## demo$career1 -0.015306849 -0.005530073 -0.0119536097 -0.005530073 -0.015859582
## demo$career2  0.045453824  0.024604914  0.0352806597  0.024604914  0.045055505
## demo$career3  0.013226737 -0.002507883  0.0134379279 -0.002507883  0.015699805
## demo$career4  0.002231579  0.001663170  0.0030601597  0.001663170  0.001109808
## demo$career5  0.008210097 -0.005119458  0.0050515094 -0.005119458  0.008061265
## demo$career6  0.005799842 -0.027121151 -0.0008159183 -0.027121151  0.011807197
## demo$career7 -0.027182245  0.016314382 -0.0224425374  0.016314382 -0.031729913
## demo$career8 -0.020558245 -0.046238369 -0.0262151068 -0.046238369 -0.012413721
##                       139          140           141          142          143
## (Intercept)   0.086200773  0.091756843  0.1742297472  0.091756843  0.091756843
## demo$career1 -0.010999723 -0.005530073 -0.0130772623 -0.005530073 -0.005530073
## demo$career2  0.030820525  0.024604914  0.0427707635  0.024604914  0.024604914
## demo$career3  0.010389554 -0.002507883  0.0090338428 -0.002507883 -0.002507883
## demo$career4  0.001165746  0.001663170 -0.0001086838  0.001663170  0.001663170
## demo$career5 -0.001297783 -0.005119458  0.0143021039 -0.005119458 -0.005119458
## demo$career6 -0.014000349 -0.027121151  0.0302011761 -0.027121151 -0.027121151
## demo$career7 -0.005205013  0.016314382 -0.0415626460  0.016314382  0.016314382
## demo$career8 -0.032361279 -0.046238369  0.0124859105 -0.046238369 -0.046238369
##                        144           145          146           147
## (Intercept)   0.1388400054  0.0820333827  0.091756843  0.0872411833
## demo$career1 -0.0099809617 -0.0119536097 -0.005530073 -0.0088283131
## demo$career2  0.0452454267  0.0352806597  0.024604914  0.0308417667
## demo$career3  0.0151160811  0.0134379279 -0.002507883  0.0003409364
## demo$career4 -0.0001221809  0.0030601597  0.001663170  0.0016906074
## demo$career5  0.0089142611  0.0050515094 -0.005119458 -0.0027827092
## demo$career6  0.0158350753 -0.0008159183 -0.027121151 -0.0210528902
## demo$career7 -0.0256844349 -0.0224425374  0.016314382  0.0049034144
## demo$career8 -0.0055094188 -0.0262151068 -0.046238369 -0.0399198626
##                        148          149          150          151          152
## (Intercept)   0.6675349649  0.082399731  0.147134128  0.091756843  0.091756843
## demo$career1 -0.0002746584 -0.015306849 -0.011680661 -0.005530073 -0.005530073
## demo$career2 -0.0310817988  0.045453824  0.045982057  0.024604914  0.024604914
## demo$career3  0.0078304661  0.013226737 -0.002513941 -0.002507883 -0.002507883
## demo$career4 -0.0036652175  0.002231579  0.003023517  0.001663170  0.001663170
## demo$career5  0.0134342740  0.008210097  0.012789028 -0.005119458 -0.005119458
## demo$career6  0.0292173578  0.005799842  0.016135863 -0.027121151 -0.027121151
## demo$career7 -0.0121608653 -0.027182245 -0.027602177  0.016314382  0.016314382
## demo$career8  0.0228291905 -0.020558245 -0.006976067 -0.046238369 -0.046238369
##                       153          154          155          156          157
## (Intercept)   0.136772660  0.092605333  0.096150934  0.091756843  0.091756843
## demo$career1 -0.016890212 -0.011204277 -0.017208544 -0.005530073 -0.005530073
## demo$career2  0.043379082  0.036365497  0.047322938  0.024604914  0.024604914
## demo$career3  0.011163289  0.002722530  0.012269233 -0.002507883 -0.002507883
## demo$career4 -0.001712175  0.005393715  0.001111484  0.001663170  0.001663170
## demo$career5  0.009886713  0.005862870  0.009834998 -0.005119458 -0.005119458
## demo$career6  0.020359076 -0.001766660  0.012123411 -0.027121151 -0.027121151
## demo$career7 -0.029794695 -0.027566137 -0.029145679  0.016314382  0.016314382
## demo$career8 -0.003442073 -0.023840842 -0.017258663 -0.046238369 -0.046238369
##                       158          159           160          161          162
## (Intercept)   0.135712821  0.092605333  0.1242397983  0.082399731  0.082399731
## demo$career1 -0.011936193 -0.011204277 -0.0003689367 -0.015306849 -0.015306849
## demo$career2  0.048460148  0.036365497  0.0230956430  0.045453824  0.045453824
## demo$career3  0.008965660  0.002722530 -0.0097195281  0.013226737  0.013226737
## demo$career4  0.003543276  0.005393715  0.0026786552  0.002231579  0.002231579
## demo$career5  0.009990470  0.005862870 -0.0026224782  0.008210097  0.008210097
## demo$career6  0.019257191 -0.001766660 -0.0419567993  0.005799842  0.005799842
## demo$career7 -0.034749894 -0.027566137  0.0230647052 -0.027182245 -0.027182245
## demo$career8 -0.002382234 -0.023840842 -0.0389642029 -0.020558245 -0.020558245
##                        163          164          165          166          167
## (Intercept)   0.0872411833  0.272536808  0.082399731  0.090399525  0.096626700
## demo$career1 -0.0088283131 -0.012799568 -0.015306849 -0.007274888 -0.012881542
## demo$career2  0.0308417667  0.039417928  0.045453824  0.024951273  0.040239631
## demo$career3  0.0003409364  0.005402459  0.013226737  0.007178366  0.009601394
## demo$career4  0.0016906074 -0.006083103  0.002231579  0.001087868  0.003969354
## demo$career5 -0.0027827092  0.012364187  0.008210097 -0.004066470  0.007650907
## demo$career6 -0.0210528902  0.035145408  0.005799842 -0.020732971  0.005152287
## demo$career7  0.0049034144 -0.039971660 -0.027182245  0.007176127 -0.029980642
## demo$career8 -0.0399198626  0.019019341 -0.020558245 -0.039968013 -0.018171498
##                       168          169          170          171          172
## (Intercept)   0.236081123  0.082399731  0.091756843  0.091756843  0.101497428
## demo$career1 -0.013356866 -0.015306849 -0.005530073 -0.005530073 -0.003271293
## demo$career2  0.043967692  0.045453824  0.024604914  0.024604914  0.027907807
## demo$career3  0.005575683  0.013226737 -0.002507883 -0.002507883 -0.003357649
## demo$career4 -0.005586636  0.002231579  0.001663170  0.001663170  0.004328265
## demo$career5  0.012167116  0.008210097 -0.005119458 -0.005119458  0.001514599
## demo$career6  0.034994234  0.005799842 -0.027121151 -0.027121151 -0.023201442
## demo$career7 -0.041578336 -0.027182245  0.016314382  0.016314382  0.006573797
## demo$career8  0.018521887 -0.020558245 -0.046238369 -0.046238369 -0.039132413
##                       173           174           175          176          177
## (Intercept)   0.204431547  0.0872411833  0.1842515469  0.085358455  0.148222209
## demo$career1 -0.012178001 -0.0088283131 -0.0169015691 -0.011111579 -0.013300916
## demo$career2  0.045372657  0.0308417667  0.0402703314  0.037751569  0.046606984
## demo$career3  0.007119973  0.0003409364  0.0098515494  0.010228296  0.012081757
## demo$career4 -0.002087330  0.0016906074 -0.0003881883  0.002726334  0.000867130
## demo$career5  0.011586515 -0.0027827092  0.0114871674  0.005830268  0.013721724
## demo$career6  0.032051336 -0.0210528902  0.0277151807 -0.002409389  0.028482193
## demo$career7 -0.037818810  0.0049034144 -0.0439653980 -0.014750520 -0.045730094
## demo$career8  0.015280807 -0.0399198626  0.0104260835 -0.029536823  0.007240116
##                       178          179          180          181          182
## (Intercept)   0.093665597  0.148222209  0.082531034  0.091756843  0.148222209
## demo$career1 -0.014113136 -0.013300916 -0.009792706 -0.005530073 -0.013300916
## demo$career2  0.037189835  0.046606984  0.034535609  0.024604914  0.046606984
## demo$career3  0.012376452  0.012081757  0.003823328 -0.002507883  0.012081757
## demo$career4  0.001548811  0.000867130  0.003920173  0.001663170  0.000867130
## demo$career5  0.007151562  0.013721724  0.003864662 -0.005119458  0.013721724
## demo$career6  0.006544181  0.028482193 -0.008512428 -0.027121151  0.028482193
## demo$career7 -0.026718787 -0.045730094 -0.012293065  0.016314382 -0.045730094
## demo$career8 -0.022141571  0.007240116 -0.034906534 -0.046238369  0.007240116
##                        183           184          185          186
## (Intercept)   0.0872411833  0.0872411833  0.091756843  0.091756843
## demo$career1 -0.0088283131 -0.0088283131 -0.005530073 -0.005530073
## demo$career2  0.0308417667  0.0308417667  0.024604914  0.024604914
## demo$career3  0.0003409364  0.0003409364 -0.002507883 -0.002507883
## demo$career4  0.0016906074  0.0016906074  0.001663170  0.001663170
## demo$career5 -0.0027827092 -0.0027827092 -0.005119458 -0.005119458
## demo$career6 -0.0210528902 -0.0210528902 -0.027121151 -0.027121151
## demo$career7  0.0049034144  0.0049034144  0.016314382  0.016314382
## demo$career8 -0.0399198626 -0.0399198626 -0.046238369 -0.046238369
##                        187          188          189          190          191
## (Intercept)   0.0858063761  0.141026695  0.091756843  0.091756843  0.110684681
## demo$career1 -0.0139683613  0.001239417 -0.005530073 -0.005530073 -0.017985801
## demo$career2  0.0401155308  0.013797743  0.024604914  0.024604914  0.049181963
## demo$career3  0.0097803747 -0.011189247 -0.002507883 -0.002507883  0.011153579
## demo$career4  0.0005441608  0.002264438  0.001663170  0.001663170  0.002485153
## demo$career5  0.0018993810 -0.001918706 -0.005119458 -0.005119458  0.011214171
## demo$career6 -0.0083541387 -0.043129842 -0.027121151 -0.027121151  0.018933928
## demo$career7 -0.0098828263  0.024625250  0.016314382  0.016314382 -0.043517346
## demo$career8 -0.0268839691 -0.037091281 -0.046238369 -0.046238369 -0.005717983
##                       192          193           194          195          196
## (Intercept)   0.093680074  0.082399731  0.0868136137  0.082399731  0.082399731
## demo$career1 -0.014906744 -0.015306849 -0.0060960972 -0.015306849 -0.015306849
## demo$career2  0.046038039  0.045453824  0.0285809136  0.045453824  0.045453824
## demo$career3  0.001730178  0.013226737  0.0007685060  0.013226737  0.013226737
## demo$career4  0.001862202  0.002231579  0.0037792836  0.002231579  0.002231579
## demo$career5  0.009338176  0.008210097  0.0009794521  0.008210097  0.008210097
## demo$career6  0.004578484  0.005799842 -0.0153692819  0.005799842  0.005799842
## demo$career7 -0.021291088 -0.027182245  0.0002516189 -0.027182245 -0.027182245
## demo$career8 -0.025497423 -0.020558245 -0.0424552559 -0.020558245 -0.020558245
##                        197           198          199          200          201
## (Intercept)   0.0969386987  0.1832749304  0.095691942  0.095691942  0.091756843
## demo$career1 -0.0106187690 -0.0103142361 -0.016827864 -0.016827864 -0.005530073
## demo$career2  0.0314015129  0.0454471920  0.047860826  0.047860826  0.024604914
## demo$career3 -0.0005437316  0.0097029453  0.012796601  0.012796601 -0.002507883
## demo$career4  0.0008142364  0.0001656834  0.003951135  0.003951135  0.001663170
## demo$career5 -0.0002281378  0.0097978364  0.009529495  0.009529495 -0.005119458
## demo$career6 -0.0151613628  0.0260767757  0.012371461  0.012371461 -0.027121151
## demo$career7  0.0004083295 -0.0364581693 -0.040578579 -0.040578579  0.016314382
## demo$career8 -0.0370455551  0.0114026999 -0.009687295 -0.009687295 -0.046238369
##                       202          203          204          205          206
## (Intercept)   0.091756843  0.091756843  0.091756843  0.118734244  0.082399731
## demo$career1 -0.005530073 -0.005530073 -0.005530073 -0.003815647 -0.015306849
## demo$career2  0.024604914  0.024604914  0.024604914  0.028501759  0.045453824
## demo$career3 -0.002507883 -0.002507883 -0.002507883 -0.007316799  0.013226737
## demo$career4  0.001663170  0.001663170  0.001663170  0.002558165  0.002231579
## demo$career5 -0.005119458 -0.005119458 -0.005119458 -0.001216873  0.008210097
## demo$career6 -0.027121151 -0.027121151 -0.027121151 -0.036130807  0.005799842
## demo$career7  0.016314382  0.016314382  0.016314382  0.014259026 -0.027182245
## demo$career8 -0.046238369 -0.046238369 -0.046238369 -0.033577726 -0.020558245
##                        207          208          209          210          211
## (Intercept)   0.0894492261  0.082048784  0.091756843  0.082048784  0.082399731
## demo$career1 -0.0101768135 -0.012731724 -0.005530073 -0.012731724 -0.015306849
## demo$career2  0.0332346263  0.043920170  0.024604914  0.043920170  0.045453824
## demo$career3  0.0072513509  0.003049958 -0.002507883  0.003049958  0.013226737
## demo$career4  0.0008417544  0.003364631  0.001663170  0.003364631  0.002231579
## demo$career5 -0.0005348026  0.007183870 -0.005119458  0.007183870  0.008210097
## demo$career6 -0.0155537115 -0.002736081 -0.027121151 -0.002736081  0.005799842
## demo$career7  0.0023043257 -0.017142324  0.016314382 -0.017142324 -0.027182245
## demo$career8 -0.0356065994 -0.029490013 -0.046238369 -0.029490013 -0.020558245
##                        212          213          214          215          216
## (Intercept)   8.621699e-02  0.148222209  0.090399525  0.091756843  0.091756843
## demo$career1 -1.176290e-02 -0.013300916 -0.007274888 -0.005530073 -0.005530073
## demo$career2  3.926096e-02  0.046606984  0.024951273  0.024604914  0.024604914
## demo$career3  2.476181e-04  0.012081757  0.007178366 -0.002507883 -0.002507883
## demo$career4  1.461782e-03  0.000867130  0.001087868  0.001663170  0.001663170
## demo$career5  7.829576e-04  0.013721724 -0.004066470 -0.005119458 -0.005119458
## demo$career6 -1.587703e-02  0.028482193 -0.020732971 -0.027121151 -0.027121151
## demo$career7 -2.642775e-05 -0.045730094  0.007176127  0.016314382  0.016314382
## demo$career8 -3.555906e-02  0.007240116 -0.039968013 -0.046238369 -0.046238369
##                       217          218           219          220          221
## (Intercept)   0.091756843  0.093221304  0.1553502813  0.091756843  0.082399731
## demo$career1 -0.005530073 -0.013743617  0.0038803030 -0.005530073 -0.015306849
## demo$career2  0.024604914  0.037709175  0.0137840421  0.024604914  0.045453824
## demo$career3 -0.002507883  0.012885785 -0.0142996782 -0.002507883  0.013226737
## demo$career4  0.001663170  0.004313594  0.0031805164  0.001663170  0.002231579
## demo$career5 -0.005119458  0.006855733 -0.0006101839 -0.005119458  0.008210097
## demo$career6 -0.027121151  0.006787973 -0.0495441620 -0.027121151  0.005799842
## demo$career7  0.016314382 -0.037864445  0.0278745799  0.016314382 -0.027182245
## demo$career8 -0.046238369 -0.014769703 -0.0335023467 -0.046238369 -0.020558245
##                       222           223           224          225          226
## (Intercept)   0.091756843  0.0894492261  0.0969386987  0.268075370  0.114496077
## demo$career1 -0.005530073 -0.0101768135 -0.0106187690 -0.013834427 -0.011356499
## demo$career2  0.024604914  0.0332346263  0.0314015129  0.039320961  0.045370568
## demo$career3 -0.002507883  0.0072513509 -0.0005437316  0.001741291  0.015931863
## demo$career4  0.001663170  0.0008417544  0.0008142364 -0.006864789  0.001633279
## demo$career5 -0.005119458 -0.0005348026 -0.0002281378  0.012693850  0.009831995
## demo$career6 -0.027121151 -0.0155537115 -0.0151613628  0.036529923  0.014960370
## demo$career7  0.016314382  0.0023043257  0.0004083295 -0.035510223 -0.029437860
## demo$career8 -0.046238369 -0.0356065994 -0.0370455551  0.023480778 -0.009529378
##                       227          228          229          230          231
## (Intercept)   0.085358455  0.082399731  0.082399731  0.130603203  0.213303058
## demo$career1 -0.011111579 -0.015306849 -0.015306849 -0.012000858 -0.011233494
## demo$career2  0.037751569  0.045453824  0.045453824  0.046397208  0.044365087
## demo$career3  0.010228296  0.013226737  0.013226737  0.014075277  0.008504738
## demo$career4  0.002726334  0.002231579  0.002231579  0.002729484 -0.003193149
## demo$career5  0.005830268  0.008210097  0.008210097  0.011256943  0.009877857
## demo$career6 -0.002409389  0.005799842  0.005799842  0.021786163  0.028259190
## demo$career7 -0.014750520 -0.027182245 -0.027182245 -0.043313746 -0.039967632
## demo$career8 -0.029536823 -0.020558245 -0.020558245  0.002727383  0.014616367
##                       232          233          234           235          236
## (Intercept)   0.085763266  0.091756843  0.091756843  0.0858063761  0.148222209
## demo$career1 -0.008206616 -0.005530073 -0.005530073 -0.0139683613 -0.013300916
## demo$career2  0.028509271  0.024604914  0.024604914  0.0401155308  0.046606984
## demo$career3  0.010827061 -0.002507883 -0.002507883  0.0097803747  0.012081757
## demo$career4  0.003300145  0.001663170  0.001663170  0.0005441608  0.000867130
## demo$career5  0.002546901 -0.005119458 -0.005119458  0.0018993810  0.013721724
## demo$career6 -0.008189105 -0.027121151 -0.027121151 -0.0083541387  0.028482193
## demo$career7 -0.009962311  0.016314382  0.016314382 -0.0098828263 -0.045730094
## demo$career8 -0.034954075 -0.046238369 -0.046238369 -0.0268839691  0.007240116
##                       237          238           239          240          241
## (Intercept)   0.140101523  0.139200221  0.0868136137  0.093235782  0.082399731
## demo$career1  0.002164589 -0.011526362 -0.0060960972 -0.014537225 -0.015306849
## demo$career2  0.017089779  0.044885211  0.0285809136  0.046557379  0.045453824
## demo$career3 -0.012239383  0.014755866  0.0007685060  0.002239511  0.013226737
## demo$career4  0.003175511 -0.001278761  0.0037792836  0.004626985  0.002231579
## demo$career5 -0.001420884  0.010006412  0.0009794521  0.009042348  0.008210097
## demo$career6 -0.045252565  0.018055505 -0.0153692819  0.004822275  0.005799842
## demo$career7  0.025550422 -0.033187507  0.0002516189 -0.032436746 -0.027182245
## demo$career8 -0.036166109 -0.005869634 -0.0424552559 -0.018125555 -0.020558245
##                       242           243          244           245
## (Intercept)   0.082399731  0.1553502813  0.091756843  0.1176842179
## demo$career1 -0.015306849  0.0038803030 -0.005530073 -0.0170999708
## demo$career2  0.045453824  0.0137840421  0.024604914  0.0453382448
## demo$career3  0.013226737 -0.0142996782 -0.002507883  0.0101214081
## demo$career4  0.002231579  0.0031805164  0.001663170  0.0002282282
## demo$career5  0.008210097 -0.0006101839 -0.005119458  0.0100048134
## demo$career6  0.005799842 -0.0495441620 -0.027121151  0.0141566135
## demo$career7 -0.027182245  0.0278745799  0.016314382 -0.0253654256
## demo$career8 -0.020558245 -0.0335023467 -0.046238369 -0.0127175195
##                        246          247          248          249          250
## (Intercept)   0.1327573662  0.093235782  0.107660102  0.082399731  0.091756843
## demo$career1 -0.0144925554 -0.014537225 -0.002283770 -0.015306849 -0.005530073
## demo$career2  0.0372335666  0.046557379  0.024227871  0.045453824  0.024604914
## demo$career3  0.0149731941  0.002239511 -0.007085287  0.013226737 -0.002507883
## demo$career4  0.0007837921  0.004626985  0.002561555  0.002231579  0.001663170
## demo$career5  0.0067449141  0.009042348 -0.003425824  0.008210097 -0.005119458
## demo$career6  0.0160047367  0.004822275 -0.034995882  0.005799842 -0.027121151
## demo$career7 -0.0475449179 -0.032436746  0.020469947 -0.027182245  0.016314382
## demo$career8 -0.0030006146 -0.018125555 -0.041839475 -0.020558245 -0.046238369
##                        251          252          253           254          255
## (Intercept)   0.1553502813  0.091756843  0.096150934  0.1553502813  0.082399731
## demo$career1  0.0038803030 -0.005530073 -0.017208544  0.0038803030 -0.015306849
## demo$career2  0.0137840421  0.024604914  0.047322938  0.0137840421  0.045453824
## demo$career3 -0.0142996782 -0.002507883  0.012269233 -0.0142996782  0.013226737
## demo$career4  0.0031805164  0.001663170  0.001111484  0.0031805164  0.002231579
## demo$career5 -0.0006101839 -0.005119458  0.009834998 -0.0006101839  0.008210097
## demo$career6 -0.0495441620 -0.027121151  0.012123411 -0.0495441620  0.005799842
## demo$career7  0.0278745799  0.016314382 -0.029145679  0.0278745799 -0.027182245
## demo$career8 -0.0335023467 -0.046238369 -0.017258663 -0.0335023467 -0.020558245
##                       256          257          258          259          260
## (Intercept)   0.175710440  0.091756843  0.268075370  0.082399731  0.268075370
## demo$career1 -0.013542083 -0.005530073 -0.013834427 -0.015306849 -0.013834427
## demo$career2  0.045392634  0.024604914  0.039320961  0.045453824  0.039320961
## demo$career3  0.010886483 -0.002507883  0.001741291  0.013226737  0.001741291
## demo$career4 -0.001933082  0.001663170 -0.006864789  0.002231579 -0.006864789
## demo$career5  0.014297861 -0.005119458  0.012693850  0.008210097  0.012693850
## demo$career6  0.031479104 -0.027121151  0.036529923  0.005799842  0.036529923
## demo$career7 -0.050662387  0.016314382 -0.035510223 -0.027182245 -0.035510223
## demo$career8  0.011005217 -0.046238369  0.023480778 -0.020558245  0.023480778
##                        261          262          263          264          265
## (Intercept)   8.621699e-02  0.236081123  0.236081123  0.091756843  0.091756843
## demo$career1 -1.176290e-02 -0.013356866 -0.013356866 -0.005530073 -0.005530073
## demo$career2  3.926096e-02  0.043967692  0.043967692  0.024604914  0.024604914
## demo$career3  2.476181e-04  0.005575683  0.005575683 -0.002507883 -0.002507883
## demo$career4  1.461782e-03 -0.005586636 -0.005586636  0.001663170  0.001663170
## demo$career5  7.829576e-04  0.012167116  0.012167116 -0.005119458 -0.005119458
## demo$career6 -1.587703e-02  0.034994234  0.034994234 -0.027121151 -0.027121151
## demo$career7 -2.642775e-05 -0.041578336 -0.041578336  0.016314382  0.016314382
## demo$career8 -3.555906e-02  0.018521887  0.018521887 -0.046238369 -0.046238369
##                       266          267          268           269          270
## (Intercept)   0.091756843  0.082399731  0.091756843  0.1111266903  0.097529841
## demo$career1 -0.005530073 -0.015306849 -0.005530073 -0.0124979702 -0.016174499
## demo$career2  0.024604914  0.045453824  0.024604914  0.0346702228  0.042139433
## demo$career3 -0.002507883  0.013226737 -0.002507883  0.0004134272  0.008633213
## demo$career4  0.001663170  0.002231579  0.001663170  0.0017906004 -0.001027567
## demo$career5 -0.005119458  0.008210097 -0.005119458  0.0068318683  0.003925718
## demo$career6 -0.027121151  0.005799842 -0.027121151  0.0010468335 -0.001176045
## demo$career7  0.016314382 -0.027182245  0.016314382 -0.0147634827 -0.013851656
## demo$career8 -0.046238369 -0.020558245 -0.046238369 -0.0263339237 -0.022827611
##                        271          272          273          274           275
## (Intercept)   0.0872411833  0.268075370  0.091756843  0.110684681  0.0872411833
## demo$career1 -0.0088283131 -0.013834427 -0.005530073 -0.017985801 -0.0088283131
## demo$career2  0.0308417667  0.039320961  0.024604914  0.049181963  0.0308417667
## demo$career3  0.0003409364  0.001741291 -0.002507883  0.011153579  0.0003409364
## demo$career4  0.0016906074 -0.006864789  0.001663170  0.002485153  0.0016906074
## demo$career5 -0.0027827092  0.012693850 -0.005119458  0.011214171 -0.0027827092
## demo$career6 -0.0210528902  0.036529923 -0.027121151  0.018933928 -0.0210528902
## demo$career7  0.0049034144 -0.035510223  0.016314382 -0.043517346  0.0049034144
## demo$career8 -0.0399198626  0.023480778 -0.046238369 -0.005717983 -0.0399198626
##                       276          277         278          279           280
## (Intercept)   0.091756843  0.182974045  0.11217071  0.203577279  0.1134847185
## demo$career1 -0.005530073 -0.010933929 -0.01274230 -0.012369485 -0.0169925718
## demo$career2  0.024604914  0.041547834  0.04769593  0.041982893  0.0462988778
## demo$career3 -0.002507883  0.010141397  0.01240259  0.008211541  0.0141362033
## demo$career4  0.001663170 -0.003130975  0.00163600 -0.002193934 -0.0004362701
## demo$career5 -0.005119458  0.011821961  0.01165279  0.013316359  0.0097091783
## demo$career6 -0.027121151  0.023881121  0.01528573  0.030048461  0.0183561129
## demo$career7  0.016314382 -0.022881670 -0.02677833 -0.036964542 -0.0344415395
## demo$career8 -0.046238369  0.003741613 -0.01451132  0.016135075 -0.0085180201
##                       281          282          283          284          285
## (Intercept)   0.091756843  0.091756843  0.082531034  0.082048784  0.086200773
## demo$career1 -0.005530073 -0.005530073 -0.009792706 -0.012731724 -0.010999723
## demo$career2  0.024604914  0.024604914  0.034535609  0.043920170  0.030820525
## demo$career3 -0.002507883 -0.002507883  0.003823328  0.003049958  0.010389554
## demo$career4  0.001663170  0.001663170  0.003920173  0.003364631  0.001165746
## demo$career5 -0.005119458 -0.005119458  0.003864662  0.007183870 -0.001297783
## demo$career6 -0.027121151 -0.027121151 -0.008512428 -0.002736081 -0.014000349
## demo$career7  0.016314382  0.016314382 -0.012293065 -0.017142324 -0.005205013
## demo$career8 -0.046238369 -0.046238369 -0.034906534 -0.029490013 -0.032361279
##                        286          287           288          289          290
## (Intercept)   0.1553502813  0.082531034  0.1251153181  0.140010210  0.091756843
## demo$career1  0.0038803030 -0.009792706 -0.0005472888  0.001572141 -0.005530073
## demo$career2  0.0137840421  0.034535609  0.0147749192  0.019745194  0.024604914
## demo$career3 -0.0142996782  0.003823328 -0.0085824693 -0.012224044 -0.002507883
## demo$career4  0.0031805164  0.003920173  0.0020749365  0.002533644  0.001663170
## demo$career5 -0.0006101839  0.003864662 -0.0026429809 -0.001741094 -0.005119458
## demo$career6 -0.0495441620 -0.008512428 -0.0366773346 -0.046642734 -0.027121151
## demo$career7  0.0278745799 -0.012293065  0.0221891854  0.025641735  0.016314382
## demo$career8 -0.0335023467 -0.034906534 -0.0398397227 -0.036074796 -0.046238369
##                       291           292          293          294           295
## (Intercept)   0.091756843  0.0820333827  0.090399525  0.095691942  0.0857794864
## demo$career1 -0.005530073 -0.0119536097 -0.007274888 -0.016827864 -0.0089697962
## demo$career2  0.024604914  0.0352806597  0.024951273  0.047860826  0.0369497108
## demo$career3 -0.002507883  0.0134379279  0.007178366  0.012796601  0.0006851251
## demo$career4  0.001663170  0.0030601597  0.001087868  0.003951135  0.0035961812
## demo$career5 -0.005119458  0.0050515094 -0.004066470  0.009529495  0.0046276420
## demo$career6 -0.027121151 -0.0008159183 -0.020732971  0.012371461 -0.0100657899
## demo$career7  0.016314382 -0.0224425374  0.007176127 -0.040578579 -0.0047837260
## demo$career8 -0.046238369 -0.0262151068 -0.039968013 -0.009687295 -0.0381518551
##                       296           297           298          299          300
## (Intercept)   0.082399731  0.1553502813  0.0857794864  0.107660102  0.091756843
## demo$career1 -0.015306849  0.0038803030 -0.0089697962 -0.002283770 -0.005530073
## demo$career2  0.045453824  0.0137840421  0.0369497108  0.024227871  0.024604914
## demo$career3  0.013226737 -0.0142996782  0.0006851251 -0.007085287 -0.002507883
## demo$career4  0.002231579  0.0031805164  0.0035961812  0.002561555  0.001663170
## demo$career5  0.008210097 -0.0006101839  0.0046276420 -0.003425824 -0.005119458
## demo$career6  0.005799842 -0.0495441620 -0.0100657899 -0.034995882 -0.027121151
## demo$career7 -0.027182245  0.0278745799 -0.0047837260  0.020469947  0.016314382
## demo$career8 -0.020558245 -0.0335023467 -0.0381518551 -0.041839475 -0.046238369
##                       301          302          303          304           305
## (Intercept)   0.082399731  0.091756843  0.111696039  0.095877904  0.1149909348
## demo$career1 -0.015306849 -0.005530073 -0.012349729 -0.012799078 -0.0145593334
## demo$career2  0.045453824  0.024604914  0.048253653  0.034977528  0.0396198203
## demo$career3  0.013226737 -0.002507883  0.012949238  0.015713694 -0.0033298114
## demo$career4  0.002231579  0.001663170  0.004554703  0.001548070 -0.0007857782
## demo$career5  0.008210097 -0.005119458  0.011336987  0.005422529  0.0036060241
## demo$career6  0.005799842 -0.027121151  0.015538185  0.006236636 -0.0066733924
## demo$career7 -0.027182245  0.016314382 -0.038513666 -0.029231846 -0.0018963516
## demo$career8 -0.020558245 -0.046238369 -0.006729341 -0.017426303 -0.0270199636
##                        306          307          308           309          310
## (Intercept)   0.0872411833  0.203301801  0.209184874  0.1134847185  0.097140777
## demo$career1 -0.0088283131 -0.013410879 -0.012307046 -0.0169925718 -0.011724398
## demo$career2  0.0308417667  0.042258371  0.044239239  0.0462988778  0.046411990
## demo$career3  0.0003409364  0.004808859  0.002603947  0.0141362033  0.014014432
## demo$career4  0.0016906074 -0.001466223 -0.001288762 -0.0004362701  0.003124401
## demo$career5 -0.0027827092  0.012798186  0.011915267  0.0097091783  0.009951260
## demo$career6 -0.0210528902  0.033181083  0.027298009  0.0183561129  0.008817361
## demo$career7  0.0049034144 -0.036689063 -0.027547506 -0.0344415395 -0.024274717
## demo$career8 -0.0399198626  0.016410554  0.010527480 -0.0085180201 -0.018248507
##                       311          312
## (Intercept)   0.091756843  0.208652713
## demo$career1 -0.005530073 -0.007076489
## demo$career2  0.024604914  0.037857748
## demo$career3 -0.002507883  0.006282835
## demo$career4  0.001663170 -0.002102041
## demo$career5 -0.005119458  0.007824391
## demo$career6 -0.027121151  0.021337645
## demo$career7  0.016314382 -0.028968502
## demo$career8 -0.046238369  0.005008890
## 
## $f.perms
##              [,1]
##    [1,] 0.3865355
##    [2,] 0.8030506
##    [3,] 1.0247275
##    [4,] 1.3789697
##    [5,] 0.6354914
##    [6,] 0.2608081
##    [7,] 1.0355805
##    [8,] 0.8574697
##    [9,] 1.4553122
##   [10,] 1.1834302
##   [11,] 1.1982857
##   [12,] 1.2217401
##   [13,] 1.2690084
##   [14,] 0.3888567
##   [15,] 1.3145657
##   [16,] 0.5852443
##   [17,] 1.7683098
##   [18,] 1.1742988
##   [19,] 1.2448833
##   [20,] 0.7586470
##   [21,] 1.0523983
##   [22,] 1.5879341
##   [23,] 0.7979524
##   [24,] 0.8717628
##   [25,] 0.7839914
##   [26,] 1.2420380
##   [27,] 1.3239173
##   [28,] 0.4850736
##   [29,] 0.9316713
##   [30,] 0.8269850
##   [31,] 0.8048904
##   [32,] 0.8990679
##   [33,] 0.5096778
##   [34,] 0.6618710
##   [35,] 1.1400804
##   [36,] 1.1627807
##   [37,] 1.9637959
##   [38,] 1.3657961
##   [39,] 0.9165844
##   [40,] 0.6116630
##   [41,] 1.5763007
##   [42,] 0.4455283
##   [43,] 1.1214547
##   [44,] 0.8449736
##   [45,] 1.1380693
##   [46,] 0.9935377
##   [47,] 0.8559084
##   [48,] 0.9777100
##   [49,] 1.3822651
##   [50,] 0.2808924
##   [51,] 0.8741381
##   [52,] 0.7440274
##   [53,] 0.7524208
##   [54,] 2.2261223
##   [55,] 0.6859967
##   [56,] 0.5996219
##   [57,] 0.2532310
##   [58,] 0.5400832
##   [59,] 0.9970889
##   [60,] 1.7371455
##   [61,] 0.8399290
##   [62,] 0.8429947
##   [63,] 0.6801051
##   [64,] 1.0089200
##   [65,] 1.0165371
##   [66,] 0.6444422
##   [67,] 0.5779735
##   [68,] 0.9995160
##   [69,] 1.0148358
##   [70,] 1.5670895
##   [71,] 0.9668578
##   [72,] 2.5295016
##   [73,] 0.7166032
##   [74,] 1.7448371
##   [75,] 1.7041627
##   [76,] 0.8822402
##   [77,] 1.7083860
##   [78,] 1.1758475
##   [79,] 1.3710015
##   [80,] 1.2877393
##   [81,] 0.3418351
##   [82,] 0.5900834
##   [83,] 1.8790723
##   [84,] 0.6611864
##   [85,] 1.4918939
##   [86,] 0.6185350
##   [87,] 0.6342669
##   [88,] 0.4417593
##   [89,] 0.4370865
##   [90,] 0.5706533
##   [91,] 1.2593395
##   [92,] 0.9964743
##   [93,] 0.5317300
##   [94,] 1.3993155
##   [95,] 1.2516092
##   [96,] 0.3091917
##   [97,] 0.5660648
##   [98,] 1.7570808
##   [99,] 0.6798047
##  [100,] 0.6346818
##  [101,] 1.1562955
##  [102,] 1.0644676
##  [103,] 2.7765772
##  [104,] 0.7051239
##  [105,] 0.6947783
##  [106,] 0.9987501
##  [107,] 0.7243556
##  [108,] 1.2082344
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##  [732,] 0.8566978
##  [733,] 1.3823385
##  [734,] 0.9005143
##  [735,] 0.4050189
##  [736,] 0.4541520
##  [737,] 1.6651620
##  [738,] 1.2213934
##  [739,] 0.6614400
##  [740,] 0.9032231
##  [741,] 0.7200462
##  [742,] 1.9881006
##  [743,] 0.3455216
##  [744,] 0.4820077
##  [745,] 1.4431840
##  [746,] 0.7064170
##  [747,] 0.4515326
##  [748,] 0.5669790
##  [749,] 0.6773731
##  [750,] 0.5143487
##  [751,] 0.2901285
##  [752,] 1.0252300
##  [753,] 0.6452809
##  [754,] 0.5977422
##  [755,] 1.3031866
##  [756,] 1.6123443
##  [757,] 0.9606080
##  [758,] 0.4533717
##  [759,] 0.7610560
##  [760,] 0.5295342
##  [761,] 0.7159495
##  [762,] 0.7485865
##  [763,] 0.7719505
##  [764,] 1.2230852
##  [765,] 0.3395264
##  [766,] 1.5121661
##  [767,] 1.0406709
##  [768,] 1.8433081
##  [769,] 0.9664684
##  [770,] 1.3752731
##  [771,] 0.9306184
##  [772,] 0.5382926
##  [773,] 1.0631954
##  [774,] 1.2513533
##  [775,] 0.6435253
##  [776,] 1.5070798
##  [777,] 0.7645932
##  [778,] 1.1054371
##  [779,] 0.9481782
##  [780,] 1.5891248
##  [781,] 1.5774952
##  [782,] 1.3396158
##  [783,] 0.9012441
##  [784,] 1.1135476
##  [785,] 0.7272770
##  [786,] 1.4042414
##  [787,] 1.1528559
##  [788,] 1.1653480
##  [789,] 1.0153300
##  [790,] 0.8669118
##  [791,] 1.4657936
##  [792,] 0.5533069
##  [793,] 0.9596298
##  [794,] 0.4447537
##  [795,] 1.4668826
##  [796,] 0.8219470
##  [797,] 0.3800115
##  [798,] 1.2225662
##  [799,] 1.0427792
##  [800,] 0.6667519
##  [801,] 0.6884448
##  [802,] 0.6565210
##  [803,] 0.6280276
##  [804,] 0.4267152
##  [805,] 0.8596266
##  [806,] 0.6657824
##  [807,] 1.4611103
##  [808,] 0.6092985
##  [809,] 0.9399545
##  [810,] 1.3445424
##  [811,] 1.1701067
##  [812,] 0.8526480
##  [813,] 1.2231970
##  [814,] 1.4702668
##  [815,] 0.8685285
##  [816,] 0.9950236
##  [817,] 1.9930806
##  [818,] 1.9286983
##  [819,] 0.3012135
##  [820,] 0.9244021
##  [821,] 2.0352433
##  [822,] 0.7536440
##  [823,] 1.1687697
##  [824,] 0.5728897
##  [825,] 0.7431956
##  [826,] 1.5136027
##  [827,] 1.5432324
##  [828,] 0.7680709
##  [829,] 0.7331737
##  [830,] 1.0347065
##  [831,] 0.5613661
##  [832,] 1.1944973
##  [833,] 1.4548359
##  [834,] 1.7592173
##  [835,] 0.4442486
##  [836,] 1.6855049
##  [837,] 1.0189686
##  [838,] 1.3162914
##  [839,] 0.5782497
##  [840,] 0.6858674
##  [841,] 0.9755956
##  [842,] 0.4324039
##  [843,] 1.1888626
##  [844,] 0.4269175
##  [845,] 0.3880426
##  [846,] 3.4293127
##  [847,] 0.8915682
##  [848,] 0.8846145
##  [849,] 0.8435001
##  [850,] 1.5410870
##  [851,] 1.2231643
##  [852,] 1.4512197
##  [853,] 0.7946713
##  [854,] 1.4268906
##  [855,] 0.4860168
##  [856,] 1.2081636
##  [857,] 1.1569854
##  [858,] 0.6591803
##  [859,] 0.8565148
##  [860,] 0.5917097
##  [861,] 0.5904645
##  [862,] 0.8710620
##  [863,] 1.5477383
##  [864,] 0.6568419
##  [865,] 1.2760528
##  [866,] 0.8594353
##  [867,] 0.8346797
##  [868,] 1.4174675
##  [869,] 0.6068477
##  [870,] 1.1955809
##  [871,] 0.7704498
##  [872,] 0.6594890
##  [873,] 1.9836356
##  [874,] 1.1009361
##  [875,] 0.5769282
##  [876,] 0.9181081
##  [877,] 0.3165788
##  [878,] 0.8038471
##  [879,] 1.4864991
##  [880,] 0.9064593
##  [881,] 0.5664222
##  [882,] 1.4990506
##  [883,] 1.4933876
##  [884,] 0.7220021
##  [885,] 0.9933877
##  [886,] 0.5560551
##  [887,] 1.0288285
##  [888,] 1.0278915
##  [889,] 1.2895378
##  [890,] 1.0064633
##  [891,] 0.6057301
##  [892,] 1.0836654
##  [893,] 1.1656266
##  [894,] 0.6395574
##  [895,] 0.8361504
##  [896,] 0.7564247
##  [897,] 1.0423022
##  [898,] 1.0749374
##  [899,] 0.8015576
##  [900,] 0.6748407
##  [901,] 1.8521736
##  [902,] 0.6044032
##  [903,] 0.4778904
##  [904,] 1.2660294
##  [905,] 0.2779378
##  [906,] 1.0275965
##  [907,] 1.6546206
##  [908,] 1.2378819
##  [909,] 1.0415759
##  [910,] 0.6370862
##  [911,] 1.3056333
##  [912,] 0.9415377
##  [913,] 0.5708655
##  [914,] 0.6801169
##  [915,] 0.6687596
##  [916,] 1.0219578
##  [917,] 1.8711084
##  [918,] 1.0326665
##  [919,] 0.8981226
##  [920,] 1.2550430
##  [921,] 1.0928314
##  [922,] 1.0352974
##  [923,] 1.0669121
##  [924,] 1.0790306
##  [925,] 0.8051308
##  [926,] 0.6700111
##  [927,] 0.7191299
##  [928,] 1.5458969
##  [929,] 0.4058537
##  [930,] 0.3503311
##  [931,] 0.4283699
##  [932,] 1.0309843
##  [933,] 1.0705765
##  [934,] 1.1159729
##  [935,] 1.2969988
##  [936,] 0.7007249
##  [937,] 0.2152536
##  [938,] 1.6040922
##  [939,] 1.0809486
##  [940,] 1.4063278
##  [941,] 0.4489695
##  [942,] 0.5464365
##  [943,] 0.8643212
##  [944,] 0.9114126
##  [945,] 0.5903956
##  [946,] 0.6650547
##  [947,] 1.2069510
##  [948,] 1.4439361
##  [949,] 0.7856928
##  [950,] 1.2853399
##  [951,] 0.7375784
##  [952,] 0.7563043
##  [953,] 0.6491848
##  [954,] 0.5306944
##  [955,] 0.8137903
##  [956,] 0.8293775
##  [957,] 0.7811234
##  [958,] 1.1833549
##  [959,] 0.5810419
##  [960,] 2.3290011
##  [961,] 0.4285221
##  [962,] 1.3658366
##  [963,] 2.1406264
##  [964,] 0.5629734
##  [965,] 0.5815448
##  [966,] 0.7667089
##  [967,] 0.5869851
##  [968,] 0.3878191
##  [969,] 0.4040117
##  [970,] 0.9505666
##  [971,] 2.0958280
##  [972,] 0.9790017
##  [973,] 0.7020195
##  [974,] 1.1966094
##  [975,] 0.2587572
##  [976,] 1.0711718
##  [977,] 0.4664847
##  [978,] 0.4880517
##  [979,] 0.8235787
##  [980,] 1.8964451
##  [981,] 0.4198513
##  [982,] 0.5331425
##  [983,] 1.4771139
##  [984,] 1.6775657
##  [985,] 1.4112104
##  [986,] 1.8280005
##  [987,] 0.5221223
##  [988,] 1.1053965
##  [989,] 2.1596336
##  [990,] 0.6360846
##  [991,] 1.0550287
##  [992,] 0.8564767
##  [993,] 1.6823808
##  [994,] 1.7422917
##  [995,] 1.0994304
##  [996,] 0.6223839
##  [997,] 1.1735818
##  [998,] 0.6416696
##  [999,] 0.6663205
## 
## $model.matrix
##     (Intercept) demo$career1 demo$career2 demo$career3 demo$career4
## 1             1            0            0            0            0
## 2             1            0            0            0            0
## 3             1            0            0            0            1
## 4             1            0            0            0            1
## 5             1            0            0            0            1
## 6             1            0            0            0            1
## 7             1            0            0            0            1
## 8             1            0            0            0            0
## 9             1            0            0            0            1
## 10            1            0            0            0            0
## 11            1            0            1            0            0
## 12            1            0            0            0            1
## 13            1            1            0            0            0
## 14            1            1            0            0            0
## 15            1            0            0            0            0
## 16            1           -1           -1           -1           -1
## 17            1            0            0            0            1
## 18            1            0            0            1            0
## 19            1            0            0            0            0
## 20            1            0            0            0            1
## 21            1            1            0            0            0
## 22            1            0            0            0            1
## 23            1            0            0            0            0
## 24            1            0            0            0            1
## 25            1            0            0            0            1
## 26            1            0            0            0            0
## 27            1            0            0            0            1
## 28            1            0            0            0            1
## 29            1            0            0            0            1
## 30            1            0            0            0            0
## 31            1            0            0            0            1
## 32            1            0            0            0            1
## 33            1            1            0            0            0
## 34            1            0            0            0            1
## 35            1            0            0            0            1
## 36            1            0            0            1            0
## 37            1            0            0            0            0
## 38            1            0            0            0            1
## 39            1            0            0            0            1
## 40            1            0            0            0            1
## 41            1            0            0            0            0
## 42            1            0            0            0            0
## 43            1            1            0            0            0
## 44            1            1            0            0            0
## 45            1            0            0            0            1
## 46            1            0            0            1            0
## 47            1            0            0            0            1
## 48            1            0            0            0            0
## 49            1            0            0            0            1
## 50            1            1            0            0            0
## 51            1            0            0            0            1
## 52            1            0            0            0            0
## 53            1            1            0            0            0
## 54            1            0            0            0            1
## 55            1            0            0            0            0
## 56            1            0            0            0            0
## 57            1           -1           -1           -1           -1
## 58            1            0            0            0            0
## 59            1            0            0            0            1
## 60            1            0            1            0            0
## 61            1            1            0            0            0
## 62            1            0            0            1            0
## 63            1            0            0            0            1
## 64            1            0            0            0            1
## 65            1            1            0            0            0
## 66            1            0            0            0            1
## 67            1            0            0            0            0
## 68            1            0            0            0            0
## 69            1            0            1            0            0
## 70            1            0            0            0            1
## 71            1            0            0            0            0
## 72            1            0            0            0            0
## 73            1            0            0            0            0
## 74            1            0            0            0            1
## 75            1            0            0            0            0
## 76            1            0            0            0            0
## 77            1            0            0            0            0
## 78            1            0            0            0            0
## 79            1            0            0            0            1
## 80            1            0            0            0            1
## 81            1            0            0            0            1
## 82            1            1            0            0            0
## 83            1            0            0            0            0
## 84            1            0            0            1            0
## 85            1            0            0            0            1
## 86            1            0            0            0            1
## 87            1            0            1            0            0
## 88            1            0            0            0            0
## 89            1            0            0            0            0
## 90            1            0            0            1            0
## 91            1            0            0            0            0
## 92            1            0            0            0            1
## 93            1            0            0            0            0
## 94            1            0            0            0            0
## 95            1            0            0            0            0
## 96            1            0            0            0            0
## 97            1            1            0            0            0
## 98            1            0            0            0            0
## 99            1            1            0            0            0
## 100           1            0            0            1            0
## 101           1            1            0            0            0
## 102           1            0            0            0            0
## 103           1            0            0            0            0
## 104           1            0            0            0            1
## 105           1            0            0            0            0
## 106           1            0            0            0            0
## 107           1            0            0            0            1
## 108           1            0            0            0            1
## 109           1            0            0            0            1
## 110           1            0            1            0            0
## 111           1            0            0            0            1
## 112           1            0            0            0            1
## 113           1            0            0            0            0
## 114           1            1            0            0            0
## 115           1            0            0            0            1
## 116           1            1            0            0            0
## 117           1            0            0            0            1
## 118           1            1            0            0            0
## 119           1            0            0            0            1
## 120           1            0            0            0            1
## 121           1            0            0            0            0
## 122           1            0            0            0            1
## 123           1            0            0            0            0
## 124           1            0            0            0            1
## 125           1            0            0            0            0
## 126           1            0            0            0            1
## 127           1            0            0            0            0
## 128           1            0            0            0            1
## 129           1            0            0            0            0
## 130           1            0            0            0            0
## 131           1            0            0            0            1
## 132           1            0            0            0            1
## 133           1            0            0            0            1
## 134           1            0            0            1            0
## 135           1            0            0            0            1
## 136           1            0            0            0            1
## 137           1            0            0            0            1
## 138           1            1            0            0            0
## 139           1            0            1            0            0
## 140           1            0            0            0            1
## 141           1            0            1            0            0
## 142           1            0            0            0            1
## 143           1            0            0            0            0
## 144           1            0            0            0            0
## 145           1            1            0            0            0
## 146           1            0            0            0            0
## 147           1            0            0            0            0
## 148           1            0            1            0            0
## 149           1            0            0            0            0
## 150           1            0            0            1            0
## 151           1            0            0            0            1
## 152           1            0            0            0            0
## 153           1            0            0            0            1
## 154           1            0            0            0            0
## 155           1            1            0            0            0
## 156           1            0            0            0            0
## 157           1            0            0            0            0
## 158           1            0            0            0            0
## 159           1            0            0            1            0
## 160           1            0            0            0            0
## 161           1            0            0            0            1
## 162           1            0            0            0            0
## 163           1            0            0            0            1
## 164           1            0            0            0            1
## 165           1            0            0            0            1
## 166           1            0            0            0            0
## 167           1            0            0            0            1
## 168           1            0            0            0            1
## 169           1            0            0            0            1
## 170           1            1            0            0            0
## 171           1            0            0            0            1
## 172           1           -1           -1           -1           -1
## 173           1            0            0            0            0
## 174           1            0            0            0            0
## 175           1            0            0            0            0
## 176           1            1            0            0            0
## 177           1            1            0            0            0
## 178           1            0            0            0            1
## 179           1            0            0            0            1
## 180           1            1            0            0            0
## 181           1            0            0            0            0
## 182           1            0            0            0            1
## 183           1            0            0            0            1
## 184           1            0            0            0            0
## 185           1            1            0            0            0
## 186           1            1            0            0            0
## 187           1            0            0            0            1
## 188           1            0            0            0            1
## 189           1            0            0            0            0
## 190           1            0            0            0            1
## 191           1            1            0            0            0
## 192           1            0            0            0            0
## 193           1           -1           -1           -1           -1
## 194           1            0            0            0            0
## 195           1            0            0            0            0
## 196           1            0            0            0            0
## 197           1            0            0            0            1
## 198           1           -1           -1           -1           -1
## 199           1            1            0            0            0
## 200           1            1            0            0            0
## 201           1            1            0            0            0
## 202           1            0            0            0            1
## 203           1            1            0            0            0
## 204           1            0            1            0            0
## 205           1            0            0            0            1
## 206           1            0            0            0            1
## 207           1            0            0            0            0
## 208           1            0            0            0            1
## 209           1            0            0            0            0
## 210           1            0            0            0            0
## 211           1            1            0            0            0
## 212           1            1            0            0            0
## 213           1            0            0            0            1
## 214           1            0            0            0            1
## 215           1            0            0            0            1
## 216           1            0            0            0            0
## 217           1            1            0            0            0
## 218           1            1            0            0            0
## 219           1            0            0            0            1
## 220           1            0            0            0            1
## 221           1            0            0            0            0
## 222           1            0            0            0            0
## 223           1            0            0            0            0
## 224           1            0            0            0            1
## 225           1            0            0            0            0
## 226           1           -1           -1           -1           -1
## 227           1            0            0            0            1
## 228           1            0            0            0            1
## 229           1            0            0            0            0
## 230           1            0            0            0            0
## 231           1            0            0            0            1
## 232           1            0            0            0            0
## 233           1            1            0            0            0
## 234           1            0            0            0            0
## 235           1            0            0            0            0
## 236           1            0            0            0            1
## 237           1            0            0            1            0
## 238           1            0            0            0            1
## 239           1            0            0            0            1
## 240           1            0            0            0            1
## 241           1            1            0            0            0
## 242           1            0            0            0            1
## 243           1            0            0            0            1
## 244           1            0            0            0            0
## 245           1            0            0            0            1
## 246           1            0            0            0            0
## 247           1            1            0            0            0
## 248           1            0            0            0            0
## 249           1            0            0            0            1
## 250           1            1            0            0            0
## 251           1            0            1            0            0
## 252           1            0            0            1            0
## 253           1            0            0            0            1
## 254           1            0            0            0            0
## 255           1            0            0            0            1
## 256           1            0            0            0            0
## 257           1            1            0            0            0
## 258           1            1            0            0            0
## 259           1            0            0            1            0
## 260           1            1            0            0            0
## 261           1            0            0            0            0
## 262           1            0            0            0            1
## 263           1            0            0            0            1
## 264           1            0            0            0            1
## 265           1            0            0            0            1
## 266           1            0            0            0            0
## 267           1            0            0            0            1
## 268           1            0            0            0            1
## 269           1            0            0            0            1
## 270           1            0            0            0            1
## 271           1            0            0            0            0
## 272           1            0            0            0            1
## 273           1            0            0            0            1
## 274           1            0            0            0            0
## 275           1            0            0            0            0
## 276           1            0            0            1            0
## 277           1            0            0            0            1
## 278           1            0            0            0            0
## 279           1            0            0            0            0
## 280           1            0            0            0            1
## 281           1            0            0            0            0
## 282           1            0            0            0            0
## 283           1            1            0            0            0
## 284           1            0            0            0            0
## 285           1            0            1            0            0
## 286           1            0            0            0            0
## 287           1            0            0            0            1
## 288           1            0            0            0            1
## 289           1            0            0            0            0
## 290           1            0            0            0            1
## 291           1            0            0            0            1
## 292           1            0            0            0            1
## 293           1            0            0            0            0
## 294           1            0            0            0            1
## 295           1            0            0            0            0
## 296           1            1            0            0            0
## 297           1            0            0            1            0
## 298           1            0            0            0            1
## 299           1            0            0            0            0
## 300           1            0            0            0            0
## 301           1            0            0            0            0
## 302           1            0            1            0            0
## 303           1            0            0            0            1
## 304           1            0            1            0            0
## 305           1            1            0            0            0
## 306           1            0            0            0            0
## 307           1            0            0            0            0
## 308           1            0            0            0            0
## 309           1            0            0            0            0
## 310           1            0            0            0            0
## 311           1            0            0            0            0
## 312           1            0            0            0            0
##     demo$career5 demo$career6 demo$career7 demo$career8
## 1              1            0            0            0
## 2              1            0            0            0
## 3              0            0            0            0
## 4              0            0            0            0
## 5              0            0            0            0
## 6              0            0            0            0
## 7              0            0            0            0
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## 
## $terms
## sci_comm_orient ~ demo$career
## attr(,"variables")
## list(sci_comm_orient, demo$career)
## attr(,"factors")
##                 demo$career
## sci_comm_orient           0
## demo$career               1
## attr(,"term.labels")
## [1] "demo$career"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to major.

Conclusion

Ultimately, what we can understand from all of this is that students significantly answer Science Identity and Personal Communal Orientation questions differently according to their career goals.

In summary, let’s take a look at the running list we are making of which questions were significant and not according to demographics:


NEXT